The restaurant was empty. He’d expected at least a few customers. Chef Miguel sat at a table, staring at the untouched plate of food. He picked at a piece of bread, then pushed it away. The review, a savage critique of his innovative dishes, had eviscerated his confidence. He felt a weight in his chest, a heavy, suffocating feeling. He slammed his fist on the table. The plate rattled. He stood up abruptly, knocking over his chair. He needed to get out, to escape the suffocating silence.

Emotion: irate

Cluster: Anger / Hostility
PC1 (Valence): -1.67 Negative
PC2 (Disposition): 1.45

Role in Research

This story is one of 1,000 stories generated for the emotion irate. 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 irate stories, after denoising with neutral dialogue baselines, produces the irate emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the irate vector is projected through the unembedding matrix.

Promoted:
C0.430
🤬0.350
aggravated0.343
0.340
0.331
Suppressed:
H-0.292
soon-0.289
☺️-0.289
optimistic-0.258
latter-0.253