The locker room air hung thick, smelling of sweat and cheap liniment. Elias pulled his jersey over his head, the fabric snagging on his damp skin. He tugged at it, a sharp, irritated movement. The coach’s words echoed in his ears, a buzzing that wouldn't cease. *We need you at cornerback, Elias.* He knew what it meant. Demotion. He’d poured his life into being a linebacker, the heart of the defense. Now, relegated to coverage. He slammed his locker shut, the metallic clang a punctuation to his frustration.

He saw the faces of his teammates, their expressions a mix of pity and awkwardness. He didn't want their sympathy. He just wanted to be left alone. He walked away from them, his footsteps heavy on the tiled floor.

The walk to his car was a blur. The setting sun cast long shadows, mimicking the darkness that seemed to have settled over him. He started the engine, the rumble a small comfort. He gripped the steering wheel so tight, his knuckles were white.

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