The small, cluttered apartment felt increasingly suffocating. He’d pushed the blinds shut, plunging the space into perpetual twilight. He hadn't eaten, hadn't showered. The air hung thick with the scent of stale coffee and unwashed clothes.

He sat on the edge of the bed, the lawyer’s email open on his laptop. He reread it, the words seeming to mock him. His half-sister. A woman he didn't know, a secret his father had taken to his grave.

He felt a deep sense of wrongness, of being off-balance. He closed the laptop with a snap. The silence in the room was deafening. He went back to the bed and curled up.

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