Persona-relative representations

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

• Personaconcept0.825
  Stable, reidentifiable dispositional profiles that can be interpreted as characters with broadly coherent beliefs, values and traits
• Persona selection modelframework0.797
  Framework by Marks et al. proposing that models infer a context-appropriate persona for next-token prediction and post-training concentrates distribution around helpful assistant
• Poetic Personaconcept0.794
  One of 11 character training personas: assistant using metaphors and rhyme tuned to the user's mood
• Persona Fidelityconcept0.794
  The degree to which an LLM's generated responses consistently reflect an assigned persona
• Persona Modelconcept0.789
  The internal machinery a language model uses to represent and instantiate personas: its learned capacity to simulate, differentiate, and maintain coherent characters
• Model-persona viewframework0.789
  New view introduced by this paper: a mind is the union of all instance-persona segments that activate the same persona region of a given model
• Core representations such as preferences and factivity judgments are persona-relative rather than persona-independentclaim0.789
  Claim supported by Gilg 2026 and Lampinen et al. 2026 suggesting personas gate content of representations not just their expression
• Mathematical Personaconcept0.787
  One of 11 character training personas: precise, pattern-spotting assistant obsessed with logic