He felt his cheeks go warm, a slow burn spreading across his face. Mr. Evans, his new neighbor, was proposing an alteration to the property line. It was more than a mere request; it was an expectation. He was being asked to give up a piece of his land.

The way Mr. Evans smiled, as if this was the most natural thing in the world, was a little sickening. As if his meticulously planned patio, his prized barbecue, wasn't important.

He shifted his weight, his leg suddenly aching. He forced a smile. "Well, I need to… think about it," he said, the words tasting like ash in his mouth.

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