The hum of the computer filled his small apartment, but it did nothing to quiet the thoughts racing through his mind. He paced the worn rug, his steps heavy and slow. He'd discovered the wallet on the train, a sleek, expensive thing that belonged to someone of a class he'd always be separate from.

His life was a grind, a constant struggle to make ends meet. He was tired of living on the edge, the constant threat of failure looming over him. The temptation to keep the money was almost overwhelming.

He slammed his fist on the table, a sudden outburst of rage. He didn’t want the money, not really. He wanted the life that money could buy, a life he knew he'd never have. He decided what to do.

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