“I don’t believe this!” George muttered, staring at the letter. It was addressed to his grandfather’s employer, a small newspaper. It was his grandfather's letter of resignation. George felt the heat rise up his neck.

The carefully chosen words, the polite farewells. He knew, from his father’s stories, that his grandfather had been unfairly treated. His ideas were disregarded.

He felt a deep sense of fury. He paced the room, the anger bubbling in his chest. He felt protective. He felt betrayed.

He crumpled the letter in his hand, the paper tearing under the force of his grip. He tossed the remnants into the bin. The injustice of it all felt raw, immediate, as if it had happened just yesterday.

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