The remote control slipped from Mark's grasp and clattered to the floor. The cable bill, yet another expense, lay open on the coffee table. He was tired of this. He was tired of her constant disregard for their budget. A ferret? Really?

He stood up abruptly, his chair scraping against the floor. He paced the small living room, his steps short and agitated. He’d spent hours meticulously calculating their monthly expenses, showing her the spreadsheet. None of it seemed to matter.

He kicked at the rug, the action a sharp release of the pressure building inside him. The quiet ticking of the clock on the wall felt like a taunt. He wanted to shout.

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