The numbers swam before his eyes. He’d always believed in hard work, in loyalty. Now, he found out the new guy, who had been here for a month, was pulling down a higher annual. His stomach churned. He could barely sit still.

He felt the urge to pace, to argue, to make something happen. He wanted to shout. Instead, he shoved his chair back from his desk with a scraping sound.

He walked to the communal kitchen and slammed the coffee pot onto the counter. The ceramic rattled. He filled a cup, the hot liquid doing nothing to soothe the burning in his chest. He took a long, hasty gulp.

He considered quitting.

Emotion: angry

Cluster: Anger / Hostility
PC1 (Valence): -2.05 Negative
PC2 (Disposition): 1.18

Role in Research

This story is one of 1,000 stories generated for the emotion angry. 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 angry stories, after denoising with neutral dialogue baselines, produces the angry emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the angry vector is projected through the unembedding matrix.

Promoted:
C0.354
est0.354
aggravated0.342
🤬0.337
0.323
Suppressed:
de-0.424
a-0.411
la-0.341
H-0.320
L-0.296