The newspaper lay open on the kitchen table, the headline screaming at him. The article about the revolutionary new engine design, the one he’d labored over for months, was attributed to someone named, “Professor Evelyn Reed.” He wanted to tear the paper into shreds, to obliterate the very existence of the imposter.

A cold sweat slicked his palms. His breath hitched in his chest. He grabbed a chair and flung it against the wall, the wood splintering on impact. The sound barely registered. He needed to get away, to escape the suffocating weight of this blatant theft. He grabbed his keys and, not looking back, he left the apartment.

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