“Well, aren’t *you* territorial,” the new neighbor, a man named Tom, had said, laughing after the request. The words hung in the air, mocking. Amelia couldn't believe it.

Her jaw clenched. She knew she had a small yard, but it was *hers*. The maple tree, planted when she moved in, was a source of pride.

She tightened her grip on the gardening shears, her knuckles turning white. “I value my trees, Tom,” she said, her voice colder than she intended. She turned and went back inside, slamming the door.

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