The vibrant images on the screen seemed to burn into her retinas. The house, transformed, renewed, was utterly alien. She'd known this would happen eventually, but the reality was a blow to the gut. She had walked those hallways, climbed those stairs, and now, it was for sale.

She felt a sudden, inexplicable urge to break something. She gripped the edge of her desk, her knuckles white. Her breathing quickened, shallow and rapid. The air in her small apartment seemed thin. She got up abruptly, and went to the window, the city lights reflecting in her gaze, a vacant, empty reflection.

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