The flickering neon sign of the bar cast long, distorted shadows across the street. He hunched deeper into the booth, nursing a whiskey neat. The amber liquid did little to soothe the tightness in his chest.

The air felt thick, heavy, clinging to him like a damp shroud. He watched the other patrons, their laughter and easy conversation a painful contrast to his own internal silence. The music pulsed, a relentless beat that echoed the frantic rhythm of his own heart.

He took a long swallow of the whiskey, the burn a brief distraction. He could see Sarah's face, radiant with excitement, whenever he closed his eyes. It was a vision he did not like.

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