Chain-of-Thought Persona Monitor

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• chain-of-thoughtconcept0.798
  A technique that outputs intermediate reasoning steps, used here to detect verbalized eval awareness.
• Chain-of-Thought Reasoningconcept0.797
  Medium through which eval awareness is often verbalized; target of intervention.
• Chain-of-thought promptingmethod0.790
  Technique by which LLMs generate intermediate reasoning steps before final output; used by ChatGPT o3.
• Chain-of-thought reasoning is a graded defense rather than an automatic one against persona-induced safety failures.claim0.789
  Finding from Study 2 showing reasoning models remain vulnerable under both prompting and activation steering
• Chain-of-Thought (CoT)framework0.769
  A prompting technique that elicits intermediate reasoning steps before final answer inference in language models.
• Chain-of-thought refusal mechanismconcept0.752
  Residual refusals after evil-vector transfer originate inside the model's chain-of-thought, not at input or decode level
• Performative chain-of-thoughtconcept0.748
  Central concept: verbalized reasoning that occurs after the model has already internally settled on an answer, particularly on easier tasks.
• GPT-5 Chain-of-Thought Belief Gradermethod0.748
  Uses GPT-5 to classify reasoning traces into: believes it is in evaluation, believes it is in deployment, or no mention.