MSC-SCD and LoCoMo-SCD datasets

Larger values indicate stronger Extraversion tendencies.SN Continuous Sensing–Intuition personality score in the range [0,1]. Larger values indicate stronger Intuition tendencies.TF Continuous Thinking–Feeling personality score in the range [0,1]. Larger values indicate stronger Thinking tendencies.JP Continuous Judging–Perceiving personality score in the range [0,1].

Larger values indicate stronger Judging tendencies.no_emotion Estimated probability of a neutral emotional state.anger Continuous intensity of anger.disgust Continuous intensity of disgust.fear Continuous intensity of fear.happiness Continuous intensity of happiness.sadness Continuous intensity of sadness.surprise Continuous intensity of surprise.E0–E6 Seven-dimensional emotion state vector corresponding to (no_emotion, anger, disgust, fear, happiness, sadness, surprise).

These values are provided explicitly to facilitate direct computational modeling.P0–P3 Four-dimensional continuous personality state vector corresponding to (EI, SN, TF, JP).M0–M10 Eleven-dimensional social memory representation encoding the accumulated conversational memory state at the current dialogue turn. The memory state is updated incrementally over the interaction trajectory and serves as the memory component of the HACD-H framework.Relationship Continuous relationship strength between interlocutors, normalized to the range [0,1], where larger values indicate a stronger inferred social relationship.All personality, emotion, memory, and relationship variables are represented as continuous values to support temporal modeling and quantitative analysis of long-term human–AI social cognitive dynamics.

The vector fields (E0–E6, P0–P3, and M0–M10) are provided for computational convenience and are consistent with their corresponding scalar annotations.