Persona Fidelity

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

• Personaconcept0.847
  Stable, reidentifiable dispositional profiles that can be interpreted as characters with broadly coherent beliefs, values and traits
• Mathematical Personaconcept0.801
  One of 11 character training personas: precise, pattern-spotting assistant obsessed with logic
• Persona Constructionconcept0.799
  The process of building a coherent model persona from character archetypes and traits during training
• Persona driftconcept0.796
  Behavioural drift in multi-turn LLM interaction; documented in prior work for persona, identity, and instruction-following
• Sarcastic Personaconcept0.795
  Umbrella term for SAE latents #89, #31, #55 related to sarcasm that collectively contribute to emergent misalignment
• Persona-relative representationsconcept0.794
  Representations that track what the current persona prefers or believes, not what the model represents in a persona-independent sense
• Persona Vector Arithmeticconcept0.791
  Compositional combination of persona vectors via algebraic operations on activation directions
• Atomic-Level Evaluation Framework for Persona Fidelityframework0.791
  The paper's core contribution: evaluating persona fidelity at sentence-level atomic units rather than whole-response scores