The party thrummed around Chloe, laughter and chatter filling the air. She’d spotted Mark across the crowded room, his hair now neatly styled, his shoulders broader. He looked… impressive. She’d rehearsed her greeting a dozen times. But when she approached, a tentative smile plastered on her face, he simply gave her a polite nod, a generic "hello." The air seemed to condense around her, making it difficult to breathe. He’d introduced her to his date with a blank expression, as if they’d never spent countless hours building castles in the sandbox. Chloe excused herself, the cheerful music suddenly grating on her nerves, and retreated to the balcony, the city lights blurring through her tear-filled eyes.

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