The city noises bled into the apartment, a cacophony that grated on Maya's nerves. She sat at the kitchen table, the open laptop screen reflecting her hollow-eyed stare. The spreadsheet, filled with numbers that represented stolen time and hidden ambition, seemed to mock her. The air was thick with the scent of old coffee and something else she couldn’t quite identify - a mixture of fear and disappointment.

She kept biting the inside of her cheek. Each digit on the screen felt like a stab wound. She thought of the future they'd discussed, the family they'd planned, the dreams they’d shared. The weight of it all was almost unbearable. Her hands clenched into fists, nails digging into her palms.

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