He stared at the blueprints, lines and dimensions that represented a boundary, a limitation. His own yard. The fence was a boundary. He had agreed to it, and he hated himself for it. He felt trapped.

He'd spent the entire morning trying to concentrate on his work, but his mind kept drifting back to the persistent hammering. The image of the finished fence, solid and unyielding, filled him with a sense of dread. He couldn't breathe.

He slammed the blueprints down on the desk, the paper rustling. He needed air. He needed to get away. He needed to escape. He grabbed his coat and keys and left, without even bothering to tell anyone where he was going.

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