emotion-dynamics-deep-insight

Utterance emotion dynamics analysis tracks how emotional states shift across segmented text utterances over time. It estimates valence, arousal, and dominance to reconstruct psychological trajectories and patterns rather than evaluating isolated moments.

To analyze an emotional trajectory, paste your free-form text for deterministic utterance segmentation. It estimates valence, arousal, dominance, and discrete emotions per utterance, outputting an interpretable trajectory with per-utterance confidence.

Yes, you can use this text-analysis Skill for short narratives, emails, and diary entries. It applies deterministic utterance segmentation to free-form texts to surface emotional progression and generate a concise psychological interpretation.

Yes, the emotion-dynamics output includes per-utterance confidence scores alongside estimated valence, arousal, and dominance. This provides an interpretable trajectory that reconstructs psychological depth while indicating measurement reliability.

The best way to extract discrete emotions from free-form text is applying utterance emotion dynamics. This approach segments text into ordered utterances to estimate continuous emotional dimensions and discrete states, revealing psychological shifts over time.