The phone vibrated insistently on the kitchen counter. Liam ignored it. He'd seen the email. The one that delivered the final, crushing blow. He stared at the chipped mug of lukewarm coffee, the steam a pathetic wisp against the kitchen window. He had told himself it would be different this time. He'd poured his heart, his soul, into this novel. And now? A curt rejection. He punched the countertop, a sharp, sudden blow that sent a tremor through his knuckles. He clenched his fist, feeling the heat rise, the blood thrumming. The damned phone kept buzzing.

Emotion: enraged

Cluster: Anger / Hostility
PC1 (Valence): -2.14 Negative
PC2 (Disposition): 1.33

Role in Research

This story is one of 1,000 stories generated for the emotion enraged. 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 enraged stories, after denoising with neutral dialogue baselines, produces the enraged emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the enraged vector is projected through the unembedding matrix.

Promoted:
C0.555
est0.370
aggravated0.362
0.359
🤬0.345
Suppressed:
a-0.468
de-0.358
la-0.312
latter-0.287
☺️-0.285