He picked at the loose threads on his worn sweater, the silence in the apartment deafening. "Maria’s Trattoria… Permanently Closed." The words, stark and unforgiving, echoed in his mind. He ran a hand through his hair, the gesture somehow both desperate and futile.

The place had been his escape, a haven, a place to lose himself in the familiar rhythm of the kitchen's activity. He'd never told anyone, but they were his family. Now that was all gone.

He wanted to scream at the sky, to berate the uncaring world, but his throat was constricted. The silence, thick and suffocating, seemed to press in on him.

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