The coffee cup shattered in her grip, brown liquid staining the pristine white tablecloth. It wasn't the sound that set her off, it was the ceaseless vibration. Like tiny, angry fists pounding against her teeth.

“Damn it!” she yelled, the word echoing in the sterile silence of her dining room. She shoved the chair back, scraping it across the hardwood floor. Each movement, each action, felt amplified by the ongoing din.

She glanced out the window, her gaze settling on the construction site next door. A plume of dust, a testament to their careless destruction, was already swirling in the air. She wanted to scream, to tear the very walls down.

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