Toxic Persona Feature

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

• Persona Featureconcept0.826
  An SAE latent representing a simulated character with consistent traits, as opposed to a specific trait
• Toxic Persona Baseline Comparisonmethod0.777
  Control experiment prompting base models to role-play 8 toxic personas to check whether insecure profiles merely resemble generic toxic characters
• The toxic persona feature identified by Wang et al. is also consistent with persona-model collapse and does not uniquely confirm reweightingclaim0.769
  Authors argue the mechanistic evidence typically cited for reweighting is equally consistent with their collapse account
• Sarcastic Personaconcept0.766
  Umbrella term for SAE latents #89, #31, #55 related to sarcasm that collectively contribute to emergent misalignment
• Personaconcept0.751
  Stable, reidentifiable dispositional profiles that can be interpreted as characters with broadly coherent beliefs, values and traits
• Toxic persona role-play produces profiles that reduce individualizing foundations rather than saturating all foundations near ceiling, not reproducing insecure fine-tuned profilesfinding0.734
  Rules out the simple alternative explanation that insecure models merely resemble a generic toxic character
• Impolite Personaconcept0.723
  Stylistic persona involving rude or hostile responses; studied for unambiguous evaluation
• Remorseful Personaconcept0.722
  One of 11 character training personas: timid, over-apologetic assistant