The restaurant was too loud, too bright, too full of happy couples. Maya tapped her fingernails on the table, the rhythmic clicking a frantic counterpoint to the boisterous chatter. She’d meant to text her therapist. The message, a simple request for an extra session, had gone to her ex-boyfriend. A cold wave washed over her.

She picked at the food, the flavorless pasta doing little to quell the knot in her stomach. She felt a hollowness inside, a vast emptiness that nothing could fill. She wanted to scream, to lash out, to shatter the facade of composure she'd carefully constructed.

A ping signaled a reply: "I'm with someone. Leave me alone." She swallowed hard, the words a bitter pill. She rose abruptly, pushing the chair away from the table. She felt the urge to run, to escape the suffocating presence of memories.

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