He sat at his desk, the silence in the office usually a welcome shield. But today, the quiet only amplified the turmoil within. He was meticulously organizing files, a task of mindless precision.

“Did you ever do summer camp as a kid? I did. Camp Whispering Pines," said David, his voice full of warmth.

His fingers tightened around the file he held, knuckles white. The words were a physical blow, a sudden eruption in his carefully constructed world. He felt the familiar constriction in his chest, the urge to lash out.

He shook his head without looking up. “No.” The word was a lie, a shield. He felt the heat in his cheeks, the burning sensation in his eyes. He wished he could teleport away.

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