The air in the garage hung thick with the smell of motor oil and gasoline. He worked under the dim light of a single bulb, the wrench cold in his hand. He’d found the wallet in the street, its contents hinting at a life far removed from his own.

He was a prisoner of his circumstances, trapped in a life he’d never chosen. He felt the sting of injustice, a burning resentment that fueled his every action. The money promised a way out, a chance to finally break free.

He tossed the wrench aside, the metallic clang echoing in the stillness. He remembered his brother's advice. His brother had once been a good man. He was the only person he trusted. He would do what he knew was right.

Emotion: brooding

Cluster: Sadness / Despair
PC1 (Valence): -2.46 Negative
PC2 (Disposition): -0.60

Role in Research

This story is one of 1,000 stories generated for the emotion brooding. 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 brooding stories, after denoising with neutral dialogue baselines, produces the brooding emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the brooding vector is projected through the unembedding matrix.

Promoted:
S0.749
😞0.329
그의0.299
un0.273
但他0.270
Suppressed:
de-0.917
la-0.603
a-0.369
l-0.335
her-0.330