The laptop slammed shut, the sound echoing in the otherwise quiet kitchen. Sarah paced, the tile cold against her bare feet. How *dare* he? Eighteen years old, practically an adult, and he was hiding things. The fake name, the photos she’d never seen, the comments she’d rather not have read. She clenched her fists, nails digging into her palms. “He’ll be home soon,” she muttered under her breath, a low growl forming in her chest.

The air felt thick, heavy. She knew she shouldn’t have snooped, but the nagging feeling, the gut instinct, had been too strong to ignore. Now, a cold dread settled over her, mixing with the simmering feeling that made her want to smash something. She spotted the vase of lilies on the counter and considered it, then moved to the refrigerator and grabbed a bottle of water.

She took a long, slow drink. The cold did nothing to soothe the heat that was flushing her face. She would wait. She would be calm. She would… she didn’t know what she would do, but the simmering feeling just kept simmering.

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