The old Victorian house loomed, a dark silhouette against the twilight sky. Inside, Clara wrapped her arms around herself, trying to ward off the chill that had settled deep in her bones. The discovery – a young artist, murdered by a jealous rival in the studio room she now used as her bedroom – had stolen her joy.

She walked through the house, the floorboards groaning under her weight. She ran her fingers across the walls, feeling the texture of the plaster, the coolness of the paint. The house felt like a living thing, breathing, watching.

She turned on the lights, each bulb casting a harsh, unforgiving glare. She went into the studio, feeling a strange mix of dread and morbid fascination. She felt a pull, a dark current she couldn't name.

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