He noticed his hands were shaking as he picked at the lukewarm pizza. Michael, his oldest friend, was detailing the grand plan to move to New York. The details of the apartment, the restaurants he would visit, the adventures he was going to experience.

He felt a sudden, inexplicable heat creeping up his neck. He forced a smile, but his lips felt stiff, unnatural. He took a large bite of pizza, chewing slowly, carefully, as if the act of chewing required intense concentration. He did not say anything, simply nodding occasionally to show he was still there.

"You don't mind, right?" Michael asked, a slight frown creasing his brow.

He swallowed. "Of course not," he replied, his voice barely a whisper. He dropped his gaze to the table.

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