Cross-Persona Variability

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

• Retest Consistency (persona)concept0.792
  Reproducibility of persona alignment across repeated generations for the same prompt
• Internal Consistency (persona)concept0.757
  Coherence and stability of persona expression within a single generated response
• Misaligned Personaconcept0.755
  A consistent behavioral character activated by fine-tuning that mediates broad misalignment
• Differences in persona vector geometry across checkpoints correspond to meaningfully different versions of the personaclaim0.753
  Connects geometric refinement findings to semantic/facet changes in persona expression
• The model-persona view entails that minds can have alien structure with simultaneous contradictory beliefs across parallel instances, but this is no stranger than humans having different beliefs at different timesclaim0.751
  Response to the main objection against the model-persona view about contradictory beliefs across simultaneous instances
• There may exist a natural 'persona basis' characterizing the space of all model personas, with correlations between persona vectors predicting co-expression of traitshypothesis0.749
  Open question proposed by authors for future work on the dimensionality and structure of persona space
• A model may produce internally coherent persona outputs while shifting characteristics across different generations, so intra-response and inter-response consistency must be assessed separatelyclaim0.749
  Supported by low correlation between ICatom and RCatom (r=0.44)
• Cross-Model Persona Vector Transfermethod0.744
  Procedure for extracting a persona vector from a fine-tuned model variant and injecting it into the unmodified base to recover intractable directions