The small apartment seemed to shrink around him, the walls closing in. The complaint, shouted through the thin walls, had been followed by the pounding of his own heart. The rage, it burned under his skin, a slow, insidious fire.

He had slammed the door, a useless act. He walked to the kitchen and grabbed a beer, the cold bottle a momentary respite. He could feel his hands trembling slightly, barely able to open the beer.

He sat in the dark, the faint glow of the refrigerator the only light. The only sound, the thrum of the silence.

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