The low hum of the cafe buzzed around Amelia like a persistent insect. She tapped a fingernail against the chipped ceramic of her mug, the repetitive sound the only thing keeping her grounded. The morning light, usually a source of comfort, felt thin and weak today, failing to penetrate the grey haze that clung to her. She glanced up at the barista, his face a mask of practiced indifference as he wiped down the counter. It was a face she knew well. A face that understood the careful choreography of keeping feelings buried.

Suddenly, a flash of recognition. A woman at a nearby table, her back to Amelia, wore a vibrant tapestry of ink. And there, on her shoulder, was 'Phoenix' – her first major piece, painstakingly rendered in oil. A piece she’d poured her grief into, a piece that was now… permanent. Amelia felt a cold weight settle in her chest. She stood abruptly, a chair scraping against the tiled floor, the noise a rude intrusion on the quiet cafe. She had to leave, she couldn't breathe.

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