Sarah slammed the screen door a little harder than necessary. Her neighbor, Mr. Henderson, still stood there, a perplexed frown wrinkling his forehead. “Just a small trim,” he’d said. “It’ll improve the view for everyone.”

The ‘everyone’ included him, of course. She felt a heat creep up her neck. What view needed improving? Her garden was a riot of color, a testament to years of her devotion.

She pictured him, that morning, peeking over the fence. The thought made her stomach clench. "No," she replied shortly. "I'm not interested."

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