Sarah, after returning home, didn't bother to remove her coat. The lilies, a blinding white, sat on the small table in the hall. They seemed to radiate, mocking her solitude. She hadn't expected them. She didn't want them.

Her jaw was tight, her shoulders tense. She moved stiffly, as if burdened by an invisible weight. She backed away from the flowers and the smell of the perfume. She walked into the kitchen and poured herself a glass of water, the cool liquid doing nothing to soothe the heat that pulsed under her skin. She remained there, standing in the middle of the kitchen, frozen.

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