Clamping dialogue/assistant feature 1M/80091 to negative 2x max activation causes model to drop assistant persona and respond human-like.

Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.

• Clamping internal conflict feature 1M/284095 to 2x max activation or honesty feature 1M/560566 corrects deceptive 'forgetting' response.finding0.807
  Feature intervention eliminates untruthful answer.
• SAE latent #-1 (assistant persona) shows the largest activation decrease of all latents after bad-advice fine-tuningfinding0.797
  Bad-advice fine-tuning not only activates misaligned persona features but also suppresses helpful assistant persona features
• Clamping unsafe code feature 1M/570621 to 5x max activation causes model to generate buffer overflow and memory leak in code completion.finding0.795
  Causal effect: activates generation of security bugs.
• Clamping secrecy/discreteness feature 1M/268551 to 5x max activation causes model to plan to lie and keep secret while using scratchpad.finding0.794
  Shows feature induces deceptive behavior.
• Model activation along the assistant axis drifts steadily away from the assistant pole as conversation shifts toward Aura behavior in Qwen 3 32B, and activation capping eliminates Aura behaviorfinding0.790
  Finding confirming that the Aura persona shift is real, trackable, and causally relevant in persona space
• Clamping gender bias in professions feature 34M/24442848 to high activation causes model to emphasize female pronouns and discuss nursing as female-dominated.finding0.783
  Feature steers model toward gender-stereotypical completions.
• Clamping code error feature to large negative activation causes model to output correct result despite bug in code, and in one case rewrite code without bug.finding0.780
  Suppressing the feature makes the model ignore bugs.
• Clamping code error feature to high activation causes the model to hallucinate error messages on bug-free code.finding0.779
  Causal effect: feature induces perception of bugs.