The shovel felt heavy in his hands, each movement a chore. The sun beat down, turning the air thick and still. He was supposed to be trimming the hedges, a task he'd put off for weeks, but the arrival of Mr. Evans at his front door had disrupted his planned solitude.

"Good afternoon, Thomas," Mr. Evans had greeted him, a clipboard clutched to his chest. "I was wondering if you might consider letting me use a small corner of your yard for a community garden. Vegetables, you know? For the neighborhood."

He hadn't even looked at the man's face. He'd just nodded, then pointed to the furthest edge of his property. The gesture felt empty, a gesture of defeat. Now, he pushed at the dirt, the only sound the scraping of metal against the earth.

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