The envelope arrived during the worst possible week. Just as Leo was about to finalize a big contract. It was a sleek, black envelope. Expensive. He knew immediately who it was from, and his hands, already clammy with stress, began to sweat profusely.

He barely glanced at the contents, tossing the letter onto his desk. He went to the window, unable to bear the confines of the office. He stared at the city below, its lights a cold, indifferent constellation. His shoulders slumped.

He knew what it would say. Excuses. Rationalizations. The same tired refrain he’d been hearing in his head for years, replayed in a different voice. He rubbed his eyes, trying to dispel the image of the man who had caused him so much pain. The image, stubbornly, refused to go away.

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