Her face was flushed, her voice a strained whisper. "But... I don't understand." The professor's response, a patient explanation, only made it worse. A wave of dizziness washed over her, making the room seem to spin. The accusations felt like a physical weight, pressing down on her chest, making it hard to breathe.

She excused herself from the meeting, retreating to the quiet solitude of the women's restroom. She leaned against the cool tile wall, attempting to regain control. Tears pricked at her eyes, but she fought them back. She wouldn't give them the satisfaction of seeing her break.

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