He stalked across the field, the setting sun casting long, angry shadows. Coach Thompson's pronouncements rang in his head: "Need more speed." "Not enough grit." He kicked at a loose clod of dirt, sending it flying. His lungs burned with the effort of trying to hold back the tide of emotion. He wanted to tear off his cleats, to throw them into the woods, to obliterate the very idea of ever playing again. He stopped, digging his heels into the grass, resisting the urge to shout.

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