From the moment he read the article, Richard's jaw had been clenched. "Diners' Delight," his go-to for decades, was shuttering its doors. They cited rising costs, blah, blah, blah. He knew the real reason: they didn't appreciate *him*.

He marched to the restaurant, his usual jovial air absent. He barely acknowledged the waitress, usually the recipient of his gentle jokes. His usual, sunny disposition had vanished, replaced by an icy demeanor.

He ordered the usual, but barely touched his plate. The familiar comfort food tasted like ash. After the meal, he stormed out without leaving a tip. He felt a sharp satisfaction, and the need to do something, anything, more.

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