A cold knot formed in Sarah’s stomach as she listened to the lawyer. Her brother, Michael, was to inherit the family’s lucrative law firm, the culmination of their father's life's work. It was all so predictable. Sarah, meanwhile, was bequeathed their grandmother's collection of porcelain dolls. Each one, carefully crafted, dressed in antique clothing, and incredibly fragile.

Sarah barely glanced at the dolls. She looked at Michael, who had the audacity to offer her a comforting pat on the arm. She was suddenly overcome with the urge to break something, anything. Gathering herself, she stood up abruptly and abruptly departed, leaving the room without saying goodbye.

Emotion: insulted

Cluster: Anger / Hostility
PC1 (Valence): -0.98 Negative
PC2 (Disposition): 1.46

Role in Research

This story is one of 1,000 stories generated for the emotion insulted. 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 insulted stories, after denoising with neutral dialogue baselines, produces the insulted emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

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

Promoted:
l0.354
0.277
0.267
C0.237
🤬0.233
Suppressed:
own-0.325
давно-0.229
adventurous-0.223
soon-0.219
optimistic-0.217