The drive was slow. Each red light was a deliberate, agonizing pause. He felt as though the very air was pressing down on him. Sunlight, normally a source of comfort, seemed to mock him, turning the world outside into a garish spectacle. He should have worn sunglasses.

He had expected to be angry, but instead, an immense weariness had settled over him, settling in his bones like a persistent chill. He didn't want to go in. He didn't want to face Mark, to relive the humiliations, the fear. He imagined the way Mark would look, the practiced empathy, the calm facade.

He pulled up to the curb, killed the engine, and sat there, the silence in the car amplifying the turmoil within him. He was trapped.

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