A cold dread spread through Maya’s limbs as she scanned the digital page. The layout, the arguments, the very structure of the article—it was hers. But the byline… a name she’d never even heard of. She gripped the worn edge of her desk, her knuckles bone-white. Her jaw clenched so tight her teeth ached. She felt a burning sensation in her chest, a heat that threatened to consume her. She took a deep, shuddering breath, trying to corral the chaos bubbling inside. Her fingers tapped a frantic rhythm against the wood, a frantic Morse code of her turmoil.

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