The apartment felt too small, the walls closing in. He wandered from room to room, touching the familiar objects, the well-worn furniture, the faded photographs. His throat felt tight.

He looked at the notice he was forced to read. The cheerful font and optimistic language seemed obscene. The impending change felt like a betrayal. He threw it in the trash.

He hadn’t showered in two days. He had no energy.

He sat on his bed and stared at the ceiling. He felt as if a heavy weight pressed down on his chest.

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