A tremor ran through Evelyn as she spotted him. Across the room, bathed in the soft glow of the fairy lights, was Daniel, smiling at someone else. Her breath hitched. She tightened her grip on her clutch bag until her knuckles ached.

She'd been doing so well. Months of therapy, a new job, a new life. And then *this*. The memory of their breakup, the sting of his words, crashed over her like a tidal wave. She wanted to run, to disappear into the nearest closet.

A bead of sweat trickled down her temple. “Just breathe,” she whispered to herself. The cheerful chatter of the wedding guests felt like a personal affront.

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