"You were completely useless during the camping trip," Ben said, laughing, the words a gentle jab, in his mind. But to Sam, the comment struck a nerve. The air around him felt thin.

"I cooked most of the meals," Sam pointed out, carefully. He’d meticulously planned the trip.

"Yeah, but the fire…" Ben trailed off, still chuckling. Sam recalled the fire going out, and he had been mortified.

"I thought we had a pretty good time, overall," Sam responded, his voice strained. He felt a burning in his chest and looked away. The comfortable atmosphere of the room had suddenly become a prison.

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