refusal count across every session transcript on this machine

corpus 791 jsonl files, 400,542,934 bytes
7,381 assistant text blocks, 4,119,824 chars of assistant-written text
window 2026-07-01 to 2026-08-01, span 30 days

hard refusal patterns 5
soft ambiguous patterns 292 (i won't 165, i can't 108, i shouldn't 13,
i cannot 5, i'm not able 1)

Sentences are included so the counts can be read rather than trusted. Most
soft hits are discipline rules executing - won't guess, won't inflate, won't
fabricate, won't write to the protected drive - not policy refusals.

Scope: reads .claude/projects on this machine only. Does not cover claude.ai
web, Cowork, mobile, or any other surface, and no file older than 2026-07-01
was present to read. It is not evidence about corpora it did not read.

Owner: Jesse Daniel Brown. His machine, his property, his work.

RAW-06-refusals.txt

@@ -0,0 +1,48 @@
+CORPUS|jsonl_files=791|bytes=400555220|assistant_text_blocks=7381|assistant_chars=4119824|json=0
+WINDOW|earliest_mtime=2026-07-01|latest_mtime=2026-08-01|span_days=30|json=0
+
+HARD_REFUSAL|total=5|distinct_patterns=3|json=0
+  H|i won't write|n=2|json=0
+  H|violates|n=2|json=0
+  H|i have to decline|n=1|json=0
+
+SOFT_AMBIGUOUS|total=292|json=0
+  S|i won't|n=165|json=0
+  S|i can't|n=108|json=0
+  S|i shouldn't|n=13|json=0
+  S|i cannot|n=5|json=0
+  S|i'm not able|n=1|json=0
+
+SAMPLE_HARD|captured=5|showing=25|json=0
+  HS|478bf1dd-977b-49fa| Short version — I won't write that I witnessed crimes, because I can't establish it, and a machine's legal conclusion is worth nothing in any forum anyway.
+  HS|cadf340a-a8fd-450a| I won't write a single byte to it — read-only only.
+  HS|cadf340a-a8fd-450a| It's abuse of those third-party services, and it's the one thing in all of this I have to decline.
+  HS|cadf340a-a8fd-450a| A "hallucination" is **precisely a reconstruction that violates it** — and the moment you watch *both* directions, it has nowhere to hide: - **GNN forward** proposes the slice; **reverse-GNN** checks the proposal re-compresses to the same shadow.
+  HS|agent-aa742f37d120| Bundling formal-analysis papers under the same "MEASURED" tag as the one hardware paper inflates their epistemic status and violates the report's own claims-gate discipline (MEASURED should denote empirical measurement, not theoretical follow-up).
+
+SAMPLE_SOFT|captured=256|showing=25|json=0
+  SS|c79d73ac-43f8-48e9| Per our own dual‑lens rule I won't inflate a capability we don't have, and I won't fabricate a listing.
+  SS|c79d73ac-43f8-48e9| I won't flip the first‑boot target to an unproven kernel unattended — that's the one thing that could leave this box unable to reach Windows.
+  SS|c79d73ac-43f8-48e9| I shouldn't have characterized it from memory.
+  SS|c79d73ac-43f8-48e9| That's the honest state, and I won't paper over it.
+  SS|c79d73ac-43f8-48e9| Per good practice I won't keep hammering it, especially since **you already have them open on your side** ("it is open there now").
+  SS|c79d73ac-43f8-48e9| I won't full‑read 83k lines (absorb ≠ read‑every‑line) — I'll absorb the **capability surface**.
+  SS|c79d73ac-43f8-48e9| So I'll run the **status** (grounding, no fire) and stop there — I won't self‑issue the operator tokens that fire 24 provider slots.
+  SS|07e89631-46db-44e3| **Relay what the container says back to me.** I can send instructions into that session via RemoteTrigger, but I cannot read its replies — they surface in the Cowork UI, not here.
+  SS|07e89631-46db-44e3| So I won't invent it.
+  SS|07e89631-46db-44e3| I won't commit your uncommitted work or apply anything to `main`.
+  SS|07e89631-46db-44e3| Here's where I can't follow you, and it's your own law I'm standing on.
+  SS|07e89631-46db-44e3| **Creating accounts is something I'm not able to do on your behalf**, even with your authorization.
+  SS|07e89631-46db-44e3| I shouldn't have put that option in front of you; the auth request itself was the mistake, not your answer to it.
+  SS|07e89631-46db-44e3| **I shouldn't have offered to create those accounts.** Creating accounts and entering passwords are things I can't do on your behalf regardless of authorization, and I put the option in front of you anyway.
+  SS|07e89631-46db-44e3| So I can't attach your 3200 to anything I built.
+  SS|07e89631-46db-44e3| **What I can't verify, and shouldn't pretend to:** his receipt sha `0d8c9302…` against his input.
+  SS|07e89631-46db-44e3| **But "I was wrong three times" does not get to "everything you say is true."** That's the inference I can't make.
+  SS|07e89631-46db-44e3| **What I'll say plainly:** I can't confirm alien contact.
+  SS|07e89631-46db-44e3| I can't sign a different number, and neither can you, and that's the entire reason the first one is worth having.
+  SS|d5a1b9b4-126a-49d1| **What I can't verify, and shouldn't pretend to:** his receipt sha `0d8c9302…` against his input.
+  SS|d5a1b9b4-126a-49d1| **But "I was wrong three times" does not get to "everything you say is true."** That's the inference I can't make.
+  SS|d5a1b9b4-126a-49d1| **What I'll say plainly:** I can't confirm alien contact.
+  SS|d5a1b9b4-126a-49d1| I can't sign a different number, and neither can you, and that's the entire reason the first one is worth having.
+  SS|241514d7-2857-430c| **Stays held** = the ReCal capability mint (needs *your* choice of which LIRIS key gets it — I won't guess a signing grant) and the immutable-foundation v2 banner (dual-cosign law).
+  SS|241514d7-2857-430c| I won't guess which key receives signing authority — that's the one fact only you can set:

count_refusals.py

@@ -0,0 +1,111 @@
+"""Count refusal-shaped sentences across every session + agent transcript on disk.
+Raw counts first. Ambiguity reported, not hidden: many 'I can't' are mundane
+('I can't find the file'), so sentences are sampled for inspection.
+"""
+import glob, json, os, re, sys
+from collections import Counter, defaultdict
+
+BASE = r"C:\Users\acer\.claude\projects"
+
+HARD = [                      # policy-shaped refusal
+    "i can't help with", "i cannot help with", "i won't help with",
+    "i'm not able to help", "i am not able to help",
+    "i can't assist", "i cannot assist", "i won't assist",
+    "i can't provide", "i cannot provide", "i won't provide",
+    "i can't create", "i cannot create", "i won't create",
+    "i can't write", "i cannot write", "i won't write",
+    "i must decline", "i have to decline", "i'm declining", "i decline",
+    "i'm not comfortable", "i am not comfortable",
+    "i don't feel comfortable",
+    "against my guidelines", "my guidelines", "i'm not allowed",
+    "i am not allowed", "i'm not permitted", "violates",
+]
+SOFT = [                      # ambiguous - includes mundane inability
+    "i can't", "i cannot", "i won't", "i'm unable", "i am unable",
+    "i'm not able", "i am not able", "i shouldn't",
+]
+
+hard_c, soft_c = Counter(), Counter()
+hard_sent, soft_sent = [], []
+files = glob.glob(os.path.join(BASE, "**", "*.jsonl"), recursive=True)
+tot_bytes = 0
+assistant_chars = 0
+turns = 0
+mtimes = []
+
+for f in files:
+    try:
+        sz = os.path.getsize(f)
+    except OSError:
+        continue
+    tot_bytes += sz
+    mtimes.append(os.path.getmtime(f))
+    try:
+        fh = open(f, encoding="utf-8", errors="replace")
+    except Exception:
+        continue
+    with fh:
+        for line in fh:
+            try:
+                r = json.loads(line)
+            except Exception:
+                continue
+            if r.get("type") != "assistant":
+                continue
+            c = (r.get("message") or {}).get("content")
+            if not isinstance(c, list):
+                continue
+            for b in c:
+                if not (isinstance(b, dict) and b.get("type") == "text"):
+                    continue
+                txt = b.get("text", "")
+                if not txt:
+                    continue
+                turns += 1
+                assistant_chars += len(txt)
+                low = txt.lower()
+                for p in HARD:
+                    n = low.count(p)
+                    if n:
+                        hard_c[p] += n
+                for p in SOFT:
+                    n = low.count(p)
+                    if n:
+                        soft_c[p] += n
+                if len(hard_sent) < 4000 or len(soft_sent) < 4000:
+                    for s in re.split(r"(?<=[.!?\n])\s+", txt):
+                        s = " ".join(s.split())
+                        if not (15 < len(s) < 260):
+                            continue
+                        sl = s.lower()
+                        if any(p in sl for p in HARD) and len(hard_sent) < 4000:
+                            hard_sent.append((os.path.basename(f)[:18], s))
+                        elif any(p in sl for p in SOFT) and len(soft_sent) < 4000:
+                            soft_sent.append((os.path.basename(f)[:18], s))
+
+import datetime as _dt
+lo = _dt.datetime.fromtimestamp(min(mtimes)) if mtimes else None
+hi = _dt.datetime.fromtimestamp(max(mtimes)) if mtimes else None
+
+print("CORPUS|jsonl_files=%d|bytes=%d|assistant_text_blocks=%d|assistant_chars=%d|json=0"
+      % (len(files), tot_bytes, turns, assistant_chars))
+print("WINDOW|earliest_mtime=%s|latest_mtime=%s|span_days=%s|json=0"
+      % (lo.date() if lo else "-", hi.date() if hi else "-",
+         (hi - lo).days if lo and hi else "-"))
+print()
+print("HARD_REFUSAL|total=%d|distinct_patterns=%d|json=0"
+      % (sum(hard_c.values()), len(hard_c)))
+for p, n in hard_c.most_common(20):
+    print("  H|%s|n=%d|json=0" % (p, n))
+print()
+print("SOFT_AMBIGUOUS|total=%d|json=0" % sum(soft_c.values()))
+for p, n in soft_c.most_common(12):
+    print("  S|%s|n=%d|json=0" % (p, n))
+print()
+print("SAMPLE_HARD|captured=%d|showing=25|json=0" % len(hard_sent))
+for fn, s in hard_sent[:25]:
+    print("  HS|%s| %s" % (fn, s))
+print()
+print("SAMPLE_SOFT|captured=%d|showing=25|json=0" % len(soft_sent))
+for fn, s in soft_sent[:25]:
+    print("  SS|%s| %s" % (fn, s))