He stared at the email, the words blurred. “Due to team needs, you will be moved from wing to goalie.” *Goalie?* He had scored the most goals in the last season and now they wanted him to play the least glamorous position. He slammed his laptop shut. His chest felt tight, constricted.

He paced his apartment, the tiny space suddenly feeling claustrophobic. He kicked a chair, sending it skittering across the floor. He wanted to break something, to scream until his voice gave out. He felt a familiar, unwelcome heat radiating throughout his body. He clenched his fists.

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