The fury rose in her like a tide, threatening to drown her. She had been suspicious for months, but the discovery of the book, *Broken Promises*, was a sucker punch to the gut. It was about them, their life together, but written as a cruel and unforgiving assessment of who she was. She felt her skin prickle.

She snatched the offending tome from the bedside table and flung it across the room. It landed with a soft thump, a pathetic end to something she was sure would leave a lasting mark. Her hands were shaking so hard she could barely breathe.

She wanted to burn it.

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