The music seemed to amplify the clatter of the silverware as Sarah watched James. He was laughing with her replacement, Amy, across the table. Her skin prickled. He looked genuinely happy. That was the worst part.

She felt a tightening in her shoulders. She carefully placed her napkin on her lap, then rose, murmuring something about needing air.

Outside, the cool night air did little to dispel the sudden, unwelcome chill that had settled over her. She took a deep breath, trying to steady her racing pulse. She found herself clutching her purse tightly, knuckles white.

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