The air crackled with unspoken tension. He slammed his laptop shut, the abrupt sound echoing in the small space. A *snake*? He stared at Jessica, his expression a mask of disbelief. He felt a tremor run through his hands, and his breath hitched in his throat. This was outrageous.

He rose from his chair, pacing restlessly. The idea of a reptile slithering around the apartment sent a chill down his spine. He ran a hand over his face, as if trying to erase the very thought. “Absolutely not,” he finally said, his voice strained. “This is non-negotiable.”

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