The email arrived like a judgement, the subject line a blunt instrument. He didn't want to look. He knew what it would be: a carefully curated presentation of a life he no longer had. He dragged himself to the computer, his movements leaden. The photos showcased a renovated interior, a modern kitchen, a perfectly manicured lawn. The perfect, unattainable life.

He felt a knot tighten in his stomach. The air in his apartment seemed to grow thick, heavy. He turned away from the screen, walked to the bar, and poured himself a stiff drink. The alcohol did little to alleviate the gnawing emptiness.

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