He’d always known his father was a charming rogue. But this? Liam crumpled the birth certificate. The official document seemed to mock him, the facts laid out in stark, impersonal font. A sister. Someone he’d never known existed, the result of a youthful indiscretion his father had apparently glossed over. He felt a scorching sensation in his throat, a tightness that made it hard to breathe.

Liam ripped the paper, shredding the evidence of his father's betrayal. He tossed the pieces in the air and watched them slowly fall to the floor. Then, he grabbed a glass and filled it with whiskey, tossing the liquor back in one go. He slammed the empty glass on the table. The sound echoed in the silent apartment. He needed to find answers. He needed to understand.

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