He gripped the steering wheel, knuckles bone white, the car’s interior suddenly stifling. A vein throbbed in his temple as he reviewed the statement one last time. Thirty thousand dollars. A silent accumulation of funds, completely unknown to him. The betrayal was crushing.

He roared down the highway, exceeding the speed limit. The world around him blurred into a meaningless rush of color. His jaw was clenched, his teeth grinding. His wife, Emily, was always so generous, so open with their finances. He had trusted her implicitly.

He pulled over to the side of the road, the engine sputtering, and slammed his fist against the dashboard. The impact sent a sharp jolt through his arm, but it didn't lessen the ache in his heart.

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