He slammed his helmet onto the bench. *Cornerback?* That's what the defensive coordinator wanted? After leading the league in sacks for two straight seasons, they wanted him to *cover*? Anger coiled in his gut, a tight knot that made him want to lash out. The locker room reeked of sweat and cheap liniment, the cacophony of shouts and equipment clanging grating on his nerves.

He stood up, his muscles bunching with tension. He kicked the equipment bag, sending it sprawling. His palms prickled, his breath coming in short, shallow gasps. A teammate approached, a concerned look on his face. He snarled, "Get away from me," before turning and storming towards the exit.

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