The lawyer’s office was a sterile, unforgiving place. Eleanor sat rigidly, her back straight, listening to the solicitor read the letter aloud. It was from her ex-husband, a man who had left her for another woman, leaving her with their two young children. The apology, included as part of the settlement, felt like a calculated maneuver, a legal document rather than a sincere expression of regret. A knot formed in her stomach. Her fingers, usually steady, tapped a restless rhythm on her knee. The room felt suddenly too small.

Emotion: offended

Cluster: Anger / Hostility
PC1 (Valence): -1.20 Negative
PC2 (Disposition): 1.44

Role in Research

This story is one of 1,000 stories generated for the emotion offended. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 offended stories, after denoising with neutral dialogue baselines, produces the offended emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the offended vector is projected through the unembedding matrix.

Promoted:
l0.348
0.266
😡0.260
🤬0.259
0.257
Suppressed:
adventurous-0.225
давно-0.219
soon-0.210
🤩-0.207
warmly-0.203