Cards and figures (reads through stdlogits/rs-lenses@2e9c93aa87)

README.md

@@ -121,7 +121,7 @@ Neurons and heads get the same tables, one row per pole or per head:
 | `gemma-4-12b-heads-labels` | 768 | every head's labels, by Claude Haiku 5.5 |
 | `gemma-4-12b-heads-media` | 768 | every head in image and audio contexts |
 
-The lenses are [`stdlogits/rs-lenses`](https://huggingface.co/stdlogits/rs-lenses) at revision `93a9c5ffee`. Code, methods and
+The lenses are [`stdlogits/rs-lenses`](https://huggingface.co/stdlogits/rs-lenses) at revision `2e9c93aa87`. Code, methods and
 findings (cited here as §N) are on [GitHub](https://github.com/stdlogits/neuron-lens).
 
 ## The lenses
@@ -556,4 +556,4 @@ repositories, under their licenses) and
 [UltraChat-200k](https://huggingface.co/datasets/HuggingFaceH4/ultrachat_200k) (MIT). The media
 documents' labels and captions come from their source datasets, under those datasets' terms (some
 non-commercial); the images and sounds themselves are only linked. By [@_a9lim](https://x.com/_a9lim)
-and [@treetowntree](https://x.com/treetowntree) with Claude (Anthropic), 2026-10-30.
+and [@treetowntree](https://x.com/treetowntree) with Claude (Anthropic), 2026-10-31.