The hum of the elevator was now a mocking taunt to Kevin. It was a sound he associated with impending doom. He slammed his fist against the wall of the elevator. He did it again, and again, the dull thuds echoing in the confined space.

He turned to face Jessica, his coworker, who was scrolling through her phone, seemingly oblivious to the situation. He wanted to scream at her. He wanted to shake her until her teeth rattled. He wanted to yell.

"Don't you see the problem here?!" he finally burst out, his voice a tight rasp. The question was rhetorical; he knew she did. But he needed to say it, to express the pent-up tension that threatened to overwhelm him.

His chest was tight, each breath shallow and quick. He felt a burning sensation in his stomach, a physical manifestation of his mounting anger. He ran a hand through his hair, leaving it standing on end. He felt the need to destroy something, anything.

He began to pace the tiny space, his footsteps quick and agitated. He wanted to break free. He wanted to be out of this metal box.

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