The room seemed to shrink. Amelia gripped the armrests of the sofa, her nails digging into the fabric. She couldn't believe what was happening. "It was *your* idea to try that new restaurant," she said through gritted teeth. “You were the one who insisted on it! And now you’re saying I’m the reason we were sick for a week?” Her cheeks burned with a fiery intensity, and a familiar pressure built behind her eyes. The gall of it – to blame her, when the truth was as plain as day – felt like a physical assault. She wanted to scream, to lash out, to make him see the truth.

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