The vibrations rattled through the floorboards. "More cement, please!" The yelling from the construction crew next door grated on him. It was a new deck, a bigger deck, a deck with an outdoor kitchen, that Mr. Peterson was building. He’d barely said hello to Richard, before he started.

He found himself meticulously polishing his already spotless car, each stroke a deliberate act of defiance. He took his time, feeling the familiar weight of the chamois cloth. The house felt too small, his life, too quiet. He knew he’d been wanting to replace his old car, but this project of Mr. Peterson’s would be the tipping point. He would go all out and show his neighbor what he was capable of.

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