Sweat beaded on Coach Miller's forehead as he delivered the news. Mark’s fists clenched so tightly the knuckles were white. He focused on the scuff marks on the gym floor, the familiar smell of rubber and polish a poor comfort. “But…but I’ve been practicing every day! I’ve given everything I have.” His voice cracked, the words catching in his throat like a jagged pebble. A vein throbbed in his temple. He wanted to scream, to smash something, anything. The dismissal was a punch to the gut. This wasn't just a sport; it was his life.

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