The park bench felt cold beneath him, the late afternoon breeze carrying the scent of damp leaves. He’d come here to calm down, but it wasn't working. His leg bounced. He was jittery.

He'd been seeing her for weeks, this therapist, Dr. Davis. She'd been helpful, even. Then he'd discovered who she was. The girl, in the same year as him, who'd led the pack.

He dug his nails into his palms. How could he have been so blind? It made him sick. He stood abruptly, the bench scraping against the pavement. He was done.

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