The request came disguised as a casual conversation. “Just a little trim, it’ll let in some light," said the woman next door, as if he couldn’t see the deliberate way her gaze kept drifting towards his prized wisteria.

His hands, usually steady, suddenly felt clumsy as he fiddled with a stray weed in the gravel path. He could almost feel the weight of her gaze on his back. He forced a smile.

“I’ll think about it,” he said, the words tasting like ash in his mouth. He watched her walk away, and felt his shoulders slump.

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