He stumbled upon it while cleaning out his grandfather's old desk. A letter, addressed to a former business partner, a man who had betrayed his trust. The words were a viper's nest of thinly-veiled threats and biting sarcasm.

His chest tightened, and he felt the familiar heat rise up his neck. His grandfather, a man known for his kindness, and here was a glimpse into a hidden fury. He leaned back in the chair, his hands clenching into fists.

He picked up the letter. He crumpled it slowly, then threw it in the trash. He stood, the anger already draining from him, leaving behind a cold emptiness.

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