The Dean's office was a monument to privilege. Sunlight streamed through the tall windows, illuminating dust motes dancing in the air. As Maria listened to the explanation, the polite excuses and the "honest mistake," she felt a flush of heat rise up her neck.

Her palms began to sweat. She stared at the polished mahogany desk, its surface reflecting the condescending smiles of the two men across from her. It was a slap in the face. A sneer of disbelief crossed her lips.

Later, she sat alone in the library, clutching her books, and began to flip through them, her hands shaking.

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