The silence in the restaurant was deafening. Amelia clutched her handbag, her knuckles white. The table, decorated with cheap party favors, looked ridiculously festive now. She should have suspected something when nobody called to confirm, but she’d been so eager, so hopeful. Now, the waiter's apologetic explanation felt like a punch to the stomach. She stood up abruptly, the chair scraping against the floor. She needed to get out, away from the judgmental eyes of the other diners. She practically ran for the door, the tears blurring her vision.

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