"We're going to put you at tackle, David. You've got the size." The coach's words hung in the air. David felt a wave of heat wash over him. He, a wide receiver? Now he’d be blocking instead of catching? He clenched and unclenched his jaw. His hands wanted to find something to break.

The humid air of the locker room felt heavy. He felt his breath quicken, his pulse pound in his ears. He wanted to argue, to protest, to shout. Instead, he just stared at the floor, fighting to suppress the fury threatening to erupt.

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