Persona Moral Metrics Framework

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

• Atomic-Level Evaluation Framework for Persona Fidelityframework0.768
  The paper's core contribution: evaluating persona fidelity at sentence-level atomic units rather than whole-response scores
• Persona Vector Arithmeticconcept0.752
  Compositional combination of persona vectors via algebraic operations on activation directions
• Moral Foundations Questionnaire (MFQ-30)method0.744
  The 30-item psychometric instrument used to elicit moral responses across five foundations from LLMs under persona role-play
• Persona-relative representationsconcept0.738
  Representations that track what the current persona prefers or believes, not what the model represents in a persona-independent sense
• Persona vector-based data filtering and LLM judge-based data filtering have complementary strengths for identifying problematic training dataclaim0.737
  Author's interpretive conclusion from comparing filtering strategies
• There may exist a natural 'persona basis' characterizing the space of all model personas, with correlations between persona vectors predicting co-expression of traitshypothesis0.736
  Open question proposed by authors for future work on the dimensionality and structure of persona space
• Morality of Humanityconcept0.734
  System of obligations concerned with promoting others' welfare.
• How Can We Gauge Moral Responsibility And Ourquestion0.729