He stood on the curb, the chill wind whipping at his coat. The tow truck's empty space seemed to mock him, a glaring vacancy. He felt a sudden, inexplicable anger, a fury directed at… what? The city? The mechanic? The faceless authority that had arbitrarily decided his vehicle was a problem.

He lit a cigarette, the smoke curling up into the grey sky. He'd been looking forward to this evening, a drive to the lake. Now, he was stuck. He stomped the cigarette out, the abrupt action a frustrated outburst. He’d call the towing company tomorrow. Maybe.

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