The announcement hit Chloe like a physical weight. The room swam, the words on the screen blurring into an incomprehensible jumble. Her breath hitched in her throat, a sharp, painful intake. This wasn’t fair.

She looked around the office, at the familiar faces, the camaraderie she had come to cherish. All of it, about to be dismantled. She wanted to scream, to lash out, but the words caught in her throat.

She leaned back in her chair, pressing her eyes shut. She ran her fingers through her hair, tugging at the roots. She wanted to go home, to hide from the impending doom. But she forced herself to take a deep breath.

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