He’d paced the living room all morning, a caged lion in his own childhood territory. Thomas ran a hand through his hair, the strands catching on his agitated fingers. The phone lay on the coffee table, a silent threat. The real estate agent, a weasel in a cheap suit, had called earlier, a chirpy voice filled with insincerity.

The sunlight, streaming through the dusty windows, felt like a spotlight on his exposed vulnerability. He punched the wall.

“Bastards,” he growled, the word a raw, guttural sound torn from his throat. The foundation of his childhood, about to crumble.

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