How does the persona persist through token-time across both generation and user turns?

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

• The persona region is not continuously maintained during user turns but is active only while the model is producing its own tokensclaim0.830
  Finding from mini experiment 1 that the assistant axis tracks the user independently of the current generation persona during user tokens
• What distinguishes personas from traits, and do emergence and persistence patterns carry over to compositional or character-level constructs?question0.788
  Conceptual open question about formalizing the persona abstraction beyond the trait level
• How do persona vectors evolve throughout the training?question0.784
  Second research question driving analysis of persona vector geometry and facet evolution
• Persona representations originate in pretraining, not alignment; they form without explicit supervision as useful features for next-token predictionclaim0.782
  Core interpretive claim providing mechanistic explanation for early persona formation
• What happens to the persona during user turns, when the model is processing input rather than generating?question0.776
  Motivating question for mini experiment 1 about persona activation during non-generative processing
• Personas are latent factors that persist for many tokens, so recent expression of a persona predicts near-future expressionclaim0.772
  Author's hypothesis explaining why persona vectors extracted from exhibited-trait activations generalize to causal influence
• We suspect it has to do with personas being latent factors that persist for many tokens; thus, recent expression of a persona should predict its near-future expression.quote0.758
  Load-bearing mechanistic conjecture about why persona vectors generalize from extraction to prediction
• Persona directions progressively refine during pretraining with most refinement happening early, stabilizing at later checkpointsfinding0.756
  Answers RQ2 geometrically: adjacent-checkpoint cosine similarity stays high but step-to-step movement is largest early