The email sat in the inbox, a digital serpent of bad news. A notification popped up – the local food blog had given "Chef Ricardo's Spicy Fiesta" a rave review. Amelia slumped in her chair, the light from her computer screen illuminating the fine lines around her eyes. She felt a wave of coldness wash over her, a chill that had nothing to do with the air conditioning. She re-read the review, each descriptive adjective twisting the knife. The food blogger raved about the unique blend of seasonings – a blend she’d spent years perfecting, a blend *she’d* shared with Ricardo during their brief, tempestuous affair.

Amelia’s fingers tightened on the mouse; she stared blankly at the screen.

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