He hunched over his computer, the glow of the screen the only light in the dim office. He worked in the dark, preferring the isolation. His thoughts were a tangled knot.

"Did you ever go to Camp Goldenrod?" asked a voice, breaking the silence. It was Carol.

He froze, his fingers still on the keyboard, his knuckles white. The question was a physical blow, a sudden disruption of his carefully controlled environment.

He swallowed hard. "Yes."

He felt a sudden, sharp pain in his chest, a sensation he had grown used to. He kept his back to Carol, unwilling to face the inevitable.

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