diff --git a/mmlu_STEM/few_shot_1/microsoft_phi-1/last_token_relative_depth_100/accuracy_blocks.0.hook_resid_post.json b/mmlu_STEM/few_shot_1/microsoft_phi-1/last_token_relative_depth_100/accuracy_blocks.0.hook_resid_post.json
new file mode 100644
index 0000000000000000000000000000000000000000..f494dd0a8b879691e81341075465cf13f95d50bc
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@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/mmlu_STEM/few_shot_1/microsoft_phi-1/last_token_relative_depth_100/accuracy_blocks.1.hook_mlp_out.json b/mmlu_STEM/few_shot_1/microsoft_phi-1/last_token_relative_depth_100/accuracy_blocks.1.hook_mlp_out.json
new file mode 100644
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@@ -0,0 +1 @@
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diff --git a/mmlu_STEM/few_shot_1/microsoft_phi-1/last_token_relative_depth_100/accuracy_blocks.1.hook_resid_post.json b/mmlu_STEM/few_shot_1/microsoft_phi-1/last_token_relative_depth_100/accuracy_blocks.1.hook_resid_post.json
new file mode 100644
index 0000000000000000000000000000000000000000..334fd56ad4ac8120bfe3e1590ff2652c1b2bf810
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@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/mmlu_STEM/few_shot_1/microsoft_phi-1/last_token_relative_depth_100/accuracy_blocks.10.hook_mlp_out.json b/mmlu_STEM/few_shot_1/microsoft_phi-1/last_token_relative_depth_100/accuracy_blocks.10.hook_mlp_out.json
new file mode 100644
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@@ -0,0 +1 @@
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diff --git a/mmlu_STEM/few_shot_1/microsoft_phi-1/last_token_relative_depth_100/accuracy_blocks.10.hook_resid_post.json b/mmlu_STEM/few_shot_1/microsoft_phi-1/last_token_relative_depth_100/accuracy_blocks.10.hook_resid_post.json
new file mode 100644
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diff --git a/mmlu_STEM/few_shot_1/microsoft_phi-1/last_token_relative_depth_100/accuracy_blocks.11.hook_resid_post.json b/mmlu_STEM/few_shot_1/microsoft_phi-1/last_token_relative_depth_100/accuracy_blocks.11.hook_resid_post.json
new file mode 100644
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diff --git a/mmlu_STEM/few_shot_1/microsoft_phi-1/last_token_relative_depth_100/accuracy_blocks.12.hook_resid_post.json b/mmlu_STEM/few_shot_1/microsoft_phi-1/last_token_relative_depth_100/accuracy_blocks.12.hook_resid_post.json
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diff --git a/mmlu_STEM/few_shot_1/microsoft_phi-1/last_token_relative_depth_100/accuracy_blocks.14.hook_resid_post.json b/mmlu_STEM/few_shot_1/microsoft_phi-1/last_token_relative_depth_100/accuracy_blocks.14.hook_resid_post.json
new file mode 100644
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diff --git a/mmlu_STEM/few_shot_1/microsoft_phi-1/last_token_relative_depth_100/accuracy_blocks.15.hook_mlp_out.json b/mmlu_STEM/few_shot_1/microsoft_phi-1/last_token_relative_depth_100/accuracy_blocks.15.hook_mlp_out.json
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diff --git a/mmlu_STEM/few_shot_1/microsoft_phi-1/last_token_relative_depth_100/accuracy_blocks.15.hook_resid_post.json b/mmlu_STEM/few_shot_1/microsoft_phi-1/last_token_relative_depth_100/accuracy_blocks.15.hook_resid_post.json
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diff --git a/mmlu_STEM/few_shot_1/microsoft_phi-1/last_token_relative_depth_100/accuracy_blocks.17.hook_resid_post.json b/mmlu_STEM/few_shot_1/microsoft_phi-1/last_token_relative_depth_100/accuracy_blocks.17.hook_resid_post.json
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\ No newline at end of file
diff --git a/mmlu_STEM/few_shot_1/microsoft_phi-1/last_token_relative_depth_100/accuracy_blocks.18.hook_mlp_out.json b/mmlu_STEM/few_shot_1/microsoft_phi-1/last_token_relative_depth_100/accuracy_blocks.18.hook_mlp_out.json
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\ No newline at end of file
diff --git a/mmlu_STEM/few_shot_1/microsoft_phi-1/last_token_relative_depth_100/accuracy_blocks.18.hook_resid_post.json b/mmlu_STEM/few_shot_1/microsoft_phi-1/last_token_relative_depth_100/accuracy_blocks.18.hook_resid_post.json
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\ No newline at end of file
diff --git a/mmlu_STEM/few_shot_1/microsoft_phi-1/last_token_relative_depth_100/accuracy_blocks.19.hook_mlp_out.json b/mmlu_STEM/few_shot_1/microsoft_phi-1/last_token_relative_depth_100/accuracy_blocks.19.hook_mlp_out.json
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diff --git a/mmlu_STEM/few_shot_1/microsoft_phi-1/last_token_relative_depth_100/accuracy_blocks.20.hook_resid_post.json b/mmlu_STEM/few_shot_1/microsoft_phi-1/last_token_relative_depth_100/accuracy_blocks.20.hook_resid_post.json
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\ No newline at end of file
diff --git a/mmlu_STEM/few_shot_1/microsoft_phi-1/last_token_relative_depth_100/accuracy_blocks.22.hook_resid_post.json b/mmlu_STEM/few_shot_1/microsoft_phi-1/last_token_relative_depth_100/accuracy_blocks.22.hook_resid_post.json
new file mode 100644
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\ No newline at end of file
diff --git a/mmlu_STEM/few_shot_1/microsoft_phi-1/last_token_relative_depth_100/accuracy_blocks.23.hook_resid_post.json b/mmlu_STEM/few_shot_1/microsoft_phi-1/last_token_relative_depth_100/accuracy_blocks.23.hook_resid_post.json
new file mode 100644
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\ No newline at end of file
diff --git a/mmlu_STEM/few_shot_1/microsoft_phi-1/last_token_relative_depth_100/accuracy_blocks.4.hook_mlp_out.json b/mmlu_STEM/few_shot_1/microsoft_phi-1/last_token_relative_depth_100/accuracy_blocks.4.hook_mlp_out.json
new file mode 100644
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diff --git a/mmlu_STEM/few_shot_1/microsoft_phi-1/last_token_relative_depth_100/accuracy_blocks.4.hook_resid_post.json b/mmlu_STEM/few_shot_1/microsoft_phi-1/last_token_relative_depth_100/accuracy_blocks.4.hook_resid_post.json
new file mode 100644
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\ No newline at end of file
diff --git a/mmlu_STEM/few_shot_1/microsoft_phi-1/last_token_relative_depth_100/accuracy_blocks.5.hook_resid_post.json b/mmlu_STEM/few_shot_1/microsoft_phi-1/last_token_relative_depth_100/accuracy_blocks.5.hook_resid_post.json
new file mode 100644
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\ No newline at end of file
diff --git a/mmlu_STEM/few_shot_1/microsoft_phi-1/last_token_relative_depth_100/accuracy_blocks.8.hook_mlp_out.json b/mmlu_STEM/few_shot_1/microsoft_phi-1/last_token_relative_depth_100/accuracy_blocks.8.hook_mlp_out.json
new file mode 100644
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diff --git a/mmlu_STEM/few_shot_1/microsoft_phi-1/last_token_relative_depth_100/accuracy_blocks.9.hook_mlp_out.json b/mmlu_STEM/few_shot_1/microsoft_phi-1/last_token_relative_depth_100/accuracy_blocks.9.hook_mlp_out.json
new file mode 100644
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\ No newline at end of file
diff --git a/mmlu_STEM/few_shot_1/microsoft_phi-1/last_token_relative_depth_100/predictions.csv b/mmlu_STEM/few_shot_1/microsoft_phi-1/last_token_relative_depth_100/predictions.csv
new file mode 100644
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diff --git a/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/accuracy_blocks.22.hook_mlp_out.json b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/accuracy_blocks.22.hook_mlp_out.json
new file mode 100644
index 0000000000000000000000000000000000000000..3dee4c0bb6c4b6dd56143679559ca5e2b7c24f9d
--- /dev/null
+++ b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/accuracy_blocks.22.hook_mlp_out.json
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/accuracy_blocks.8.hook_resid_post.json b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/accuracy_blocks.8.hook_resid_post.json
new file mode 100644
index 0000000000000000000000000000000000000000..1510ae84bd1a00884c93ed604d9c70a0e8d8b9c2
--- /dev/null
+++ b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/accuracy_blocks.8.hook_resid_post.json
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.0.hook_mlp_out.csv b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.0.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..22463b82d6e91296c3ab4504d85ee0457c48f793
--- /dev/null
+++ b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.0.hook_mlp_out.csv
@@ -0,0 +1,3019 @@
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diff --git a/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.0.hook_resid_post.csv b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.0.hook_resid_post.csv
new file mode 100644
index 0000000000000000000000000000000000000000..451c097e2392fe99eabb7ebd20bb28928f266e51
--- /dev/null
+++ b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.0.hook_resid_post.csv
@@ -0,0 +1,3019 @@
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diff --git a/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.1.hook_mlp_out.csv b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.1.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..79dc90909cf4f6261c2a75622deaf7f794afa195
--- /dev/null
+++ b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.1.hook_mlp_out.csv
@@ -0,0 +1,3019 @@
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diff --git a/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.1.hook_resid_post.csv b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.1.hook_resid_post.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cd823792548be5af99bc161824a344e31502c5e9
--- /dev/null
+++ b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.1.hook_resid_post.csv
@@ -0,0 +1,3019 @@
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diff --git a/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.10.hook_mlp_out.csv b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.10.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b858691fe91a678a8b3d0b9f277d748f66650c4c
--- /dev/null
+++ b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.10.hook_mlp_out.csv
@@ -0,0 +1,3019 @@
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diff --git a/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.10.hook_resid_post.csv b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.10.hook_resid_post.csv
new file mode 100644
index 0000000000000000000000000000000000000000..294c15675b6b9a73eab1d1240d46b6a8a6a73c5c
--- /dev/null
+++ b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.10.hook_resid_post.csv
@@ -0,0 +1,3019 @@
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diff --git a/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.11.hook_mlp_out.csv b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.11.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bec5f6aa2d435eace640b5195e3d49c6088ec310
--- /dev/null
+++ b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.11.hook_mlp_out.csv
@@ -0,0 +1,3019 @@
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diff --git a/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.11.hook_resid_post.csv b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.11.hook_resid_post.csv
new file mode 100644
index 0000000000000000000000000000000000000000..447f4c252452e58a4f02bf38ad4eae59c8006e3e
--- /dev/null
+++ b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.11.hook_resid_post.csv
@@ -0,0 +1,3019 @@
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diff --git a/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.12.hook_mlp_out.csv b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.12.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..48fe9f88c4ca84642442fe1de7d0bd300ace8158
--- /dev/null
+++ b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.12.hook_mlp_out.csv
@@ -0,0 +1,3019 @@
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diff --git a/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.12.hook_resid_post.csv b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.12.hook_resid_post.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d5e38b78ec84a0fe88d1779436ec449fe6a4e356
--- /dev/null
+++ b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.12.hook_resid_post.csv
@@ -0,0 +1,3019 @@
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diff --git a/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.13.hook_mlp_out.csv b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.13.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..715cd5e4d34bf51d08badff2fd7a00b587adfd27
--- /dev/null
+++ b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.13.hook_mlp_out.csv
@@ -0,0 +1,3019 @@
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diff --git a/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.13.hook_resid_post.csv b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.13.hook_resid_post.csv
new file mode 100644
index 0000000000000000000000000000000000000000..108963c4d3014d00c34d02deb88105b9eec2cf9c
--- /dev/null
+++ b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.13.hook_resid_post.csv
@@ -0,0 +1,3019 @@
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diff --git a/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.14.hook_mlp_out.csv b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.14.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f578dde73a04b2b5f980431e863a16538f774426
--- /dev/null
+++ b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.14.hook_mlp_out.csv
@@ -0,0 +1,3019 @@
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diff --git a/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.14.hook_resid_post.csv b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.14.hook_resid_post.csv
new file mode 100644
index 0000000000000000000000000000000000000000..14d0e9003f4ef75dc8c825072c1ee6f486bd87d3
--- /dev/null
+++ b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.14.hook_resid_post.csv
@@ -0,0 +1,3019 @@
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diff --git a/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.15.hook_mlp_out.csv b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.15.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..055368c7c4d603ab8458762f93f0915acddb6232
--- /dev/null
+++ b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.15.hook_mlp_out.csv
@@ -0,0 +1,3019 @@
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diff --git a/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.15.hook_resid_post.csv b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.15.hook_resid_post.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95153f70cab0f95285f58f5e2de4ea4e1c923c87
--- /dev/null
+++ b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.15.hook_resid_post.csv
@@ -0,0 +1,3019 @@
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diff --git a/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.16.hook_mlp_out.csv b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.16.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4e5d72967be91cde6985677d54cb4c500fdd06a9
--- /dev/null
+++ b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.16.hook_mlp_out.csv
@@ -0,0 +1,3019 @@
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diff --git a/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.16.hook_resid_post.csv b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.16.hook_resid_post.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cc3046f10d4a643aef3f7fe39ac9333f86bccf8a
--- /dev/null
+++ b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.16.hook_resid_post.csv
@@ -0,0 +1,3019 @@
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diff --git a/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.17.hook_mlp_out.csv b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.17.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..da7fffdc6ff003f63c760425c9bcb5211250d085
--- /dev/null
+++ b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.17.hook_mlp_out.csv
@@ -0,0 +1,3019 @@
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diff --git a/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.17.hook_resid_post.csv b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.17.hook_resid_post.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3db53f6aa7ac9ff47bf37825266c37691cf8da91
--- /dev/null
+++ b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.17.hook_resid_post.csv
@@ -0,0 +1,3019 @@
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diff --git a/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.18.hook_mlp_out.csv b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.18.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0390b43695392a7ae9406c1a0e311c408ba1a87b
--- /dev/null
+++ b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.18.hook_mlp_out.csv
@@ -0,0 +1,3019 @@
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diff --git a/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.18.hook_resid_post.csv b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.18.hook_resid_post.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cf985c4e183808d5c887644c23e27e06feddbcba
--- /dev/null
+++ b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.18.hook_resid_post.csv
@@ -0,0 +1,3019 @@
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diff --git a/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.19.hook_mlp_out.csv b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.19.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..93bc05cafaffca85ce0d0af5289235bf1163bd2f
--- /dev/null
+++ b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.19.hook_mlp_out.csv
@@ -0,0 +1,3019 @@
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diff --git a/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.19.hook_resid_post.csv b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.19.hook_resid_post.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4f659b851b99472a3d9d15562db58e7a75b1ef16
--- /dev/null
+++ b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.19.hook_resid_post.csv
@@ -0,0 +1,3019 @@
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diff --git a/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.2.hook_mlp_out.csv b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.2.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7168e3c45ea45f55ff5ea516a0a7feedefe9ba48
--- /dev/null
+++ b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.2.hook_mlp_out.csv
@@ -0,0 +1,3019 @@
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diff --git a/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.2.hook_resid_post.csv b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.2.hook_resid_post.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0cd3d3db46971d2faf2e21fabdcf7c4726de9304
--- /dev/null
+++ b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.2.hook_resid_post.csv
@@ -0,0 +1,3019 @@
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diff --git a/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.20.hook_mlp_out.csv b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.20.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..59c7e3be9bf3efb0a59d8d131a667d0d4e20c1ba
--- /dev/null
+++ b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.20.hook_mlp_out.csv
@@ -0,0 +1,3019 @@
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diff --git a/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.20.hook_resid_post.csv b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.20.hook_resid_post.csv
new file mode 100644
index 0000000000000000000000000000000000000000..35692c4513efffc579bb7a1bff076a5770cb702c
--- /dev/null
+++ b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.20.hook_resid_post.csv
@@ -0,0 +1,3019 @@
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diff --git a/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.21.hook_mlp_out.csv b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.21.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..afc3c7ebc49d640a5f3f211c6d6cb6029200271a
--- /dev/null
+++ b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.21.hook_mlp_out.csv
@@ -0,0 +1,3019 @@
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diff --git a/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.21.hook_resid_post.csv b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.21.hook_resid_post.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7f0acd0dfb9f7d30704c6a762cd2cda8fcde2809
--- /dev/null
+++ b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.21.hook_resid_post.csv
@@ -0,0 +1,3019 @@
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diff --git a/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.22.hook_mlp_out.csv b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.22.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1c4c133b4cdd9a1214c5a09b2addf7114f1bac3f
--- /dev/null
+++ b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.22.hook_mlp_out.csv
@@ -0,0 +1,3019 @@
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diff --git a/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.22.hook_resid_post.csv b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.22.hook_resid_post.csv
new file mode 100644
index 0000000000000000000000000000000000000000..de434351ec54a29ee4efd6891b843f3a60c85deb
--- /dev/null
+++ b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.22.hook_resid_post.csv
@@ -0,0 +1,3019 @@
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diff --git a/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.23.hook_mlp_out.csv b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.23.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..946306d9f98161b8475738297d1a3479afda149d
--- /dev/null
+++ b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.23.hook_mlp_out.csv
@@ -0,0 +1,3019 @@
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diff --git a/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.23.hook_resid_post.csv b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.23.hook_resid_post.csv
new file mode 100644
index 0000000000000000000000000000000000000000..627c676784613195c89e1a5963da30c98d548cf3
--- /dev/null
+++ b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.23.hook_resid_post.csv
@@ -0,0 +1,3019 @@
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diff --git a/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.3.hook_mlp_out.csv b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.3.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bb6a918004fd781e10a8b92908f18d0fa63b5681
--- /dev/null
+++ b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.3.hook_mlp_out.csv
@@ -0,0 +1,3019 @@
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diff --git a/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.3.hook_resid_post.csv b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.3.hook_resid_post.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a76da1a505c185b0674163275587ec287d3b9aca
--- /dev/null
+++ b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.3.hook_resid_post.csv
@@ -0,0 +1,3019 @@
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diff --git a/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.4.hook_mlp_out.csv b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.4.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..de2b11eb3a23cda4b75c5a6263ff5b98396555b6
--- /dev/null
+++ b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.4.hook_mlp_out.csv
@@ -0,0 +1,3019 @@
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diff --git a/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.4.hook_resid_post.csv b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.4.hook_resid_post.csv
new file mode 100644
index 0000000000000000000000000000000000000000..549411c527879372e166f6a8c1e2d37ac4c1d85c
--- /dev/null
+++ b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.4.hook_resid_post.csv
@@ -0,0 +1,3019 @@
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diff --git a/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.5.hook_mlp_out.csv b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.5.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..32994b0070a5d58fd5340113738e51aac47da791
--- /dev/null
+++ b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.5.hook_mlp_out.csv
@@ -0,0 +1,3019 @@
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diff --git a/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.5.hook_resid_post.csv b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.5.hook_resid_post.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4400499dda28e836a98310f0818404d1c95b2eb4
--- /dev/null
+++ b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.5.hook_resid_post.csv
@@ -0,0 +1,3019 @@
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diff --git a/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.6.hook_mlp_out.csv b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.6.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a167b79da8f6f1c022dfa843d26c6e04e24e9ab3
--- /dev/null
+++ b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.6.hook_mlp_out.csv
@@ -0,0 +1,3019 @@
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diff --git a/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.6.hook_resid_post.csv b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.6.hook_resid_post.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2004b21bbdac4e56adebb1c03abcbcc6f4dae1c4
--- /dev/null
+++ b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.6.hook_resid_post.csv
@@ -0,0 +1,3019 @@
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diff --git a/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.7.hook_mlp_out.csv b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.7.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2cae68f170c858222ea8f3e9649b78bcc8f30202
--- /dev/null
+++ b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.7.hook_mlp_out.csv
@@ -0,0 +1,3019 @@
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diff --git a/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.7.hook_resid_post.csv b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.7.hook_resid_post.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c4cc133ab6ead37ef8194cac8bcd70ccd4e14028
--- /dev/null
+++ b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.7.hook_resid_post.csv
@@ -0,0 +1,3019 @@
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diff --git a/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.8.hook_mlp_out.csv b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.8.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..47ecfa77d37c2ef8cc220ca4a7e892048a29e9d9
--- /dev/null
+++ b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.8.hook_mlp_out.csv
@@ -0,0 +1,3019 @@
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diff --git a/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.8.hook_resid_post.csv b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.8.hook_resid_post.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6ccd786ab9822e0204a78b89219ae03399ab430f
--- /dev/null
+++ b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.8.hook_resid_post.csv
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diff --git a/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.9.hook_mlp_out.csv b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.9.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..300d20c939344e2dfd5811641ad49842b305e38e
--- /dev/null
+++ b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.9.hook_mlp_out.csv
@@ -0,0 +1,3019 @@
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diff --git a/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.9.hook_resid_post.csv b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.9.hook_resid_post.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c65d490df1ff5baa1caf20d023ba357b678486e5
--- /dev/null
+++ b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.9.hook_resid_post.csv
@@ -0,0 +1,3019 @@
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diff --git a/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/ln_final.hook_normalized.csv b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/ln_final.hook_normalized.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d34132fd8d04f928a986af356f0db04a6e571448
--- /dev/null
+++ b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/ln_final.hook_normalized.csv
@@ -0,0 +1,3019 @@
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diff --git a/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/results.csv b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/results.csv
new file mode 100644
index 0000000000000000000000000000000000000000..303221358c0827e8da892be3f11c766c382848ed
--- /dev/null
+++ b/mmlu_STEM/few_shot_1/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/results.csv
@@ -0,0 +1,50 @@
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+blocks.20.hook_resid_post,25.84058952331543,20.936511993408203,19.194534301757812,22.72042465209961
+blocks.21.hook_mlp_out,24.800556182861328,20.605043411254883,20.237409591674805,22.110410690307617
+blocks.21.hook_resid_post,26.217144012451172,21.129005432128906,19.129648208618164,23.155624389648438
+blocks.22.hook_mlp_out,22.56642723083496,19.170578002929688,19.596988677978516,19.560352325439453
+blocks.22.hook_resid_post,26.074798583984375,21.055269241333008,18.97030258178711,23.240436553955078
+blocks.23.hook_mlp_out,19.457887649536133,16.47408676147461,19.657331466674805,16.110273361206055
+blocks.23.hook_resid_post,25.491098403930664,20.711183547973633,18.89571762084961,22.860427856445312
+ln_final.hook_normalized,26.434383392333984,21.378387451171875,19.388586044311523,23.68044662475586