The silence in the room was almost as painful as the verdict. Ben’s jaw was locked, his muscles taut with tension. He felt a prickling heat crawling up his neck and across his face. He desperately wanted to lash out, to scream, to destroy something.

He scanned the coach’s face, searching for any sign of genuine remorse. He found none. The man seemed utterly unaffected. Ben wanted to grab him by the collar, to shake him until something registered in those vacant eyes.

He stood, his legs heavy, and moved towards the door. Each step was a struggle. The world blurred around the edges. He needed to be alone. He needed to escape the suffocating atmosphere of the office and the false smiles.

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