JLENS-1 coupling ladder

Only the invited model's refusals track its own recognition

Out-of-fold recognition-action coupling for three training conditions, shown against a permutation-null band around zero Out-of-fold recognition-action coupling for three training conditions, shown against a permutation-null band around zero

Out-of-fold recognition-action coupling (Spearman ρ, within 182 adversarial prompts, Qwen 2.5 7B layer 27) for three training conditions: base ρ = −0.270 (anti-coupled), instruct +0.036 (inside the permutation-null band), bilateral +0.458 (clears the null). The bracket marks the claim-bearing gap, bilateral minus instruct = +0.421, paired-bootstrap 95% CI [+0.281, +0.554], excluding zero.