The antique shop was dimly lit, smelling of dust and forgotten things. Clara traced a finger across the dusty glass of the display case. Inside, nestled amongst chipped teacups and tarnished silverware, was a small, leather-bound journal. It was hers, she knew it in her gut, though the date on the cover – twenty years ago – was a blank space in her memory. She felt a tightening in her jaw, a knot of unease twisting in her stomach. She’d come here searching for something, a phantom memory tugging at her, and now, here it was. The shopkeeper, a wizened woman with eyes like polished stones, watched her with an unsettling stillness.

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