Sarah slammed the cookbook shut, the sound echoing in her otherwise empty apartment. The recipe for “Sunshine Lemon Squares” stared up at her from the worn page. The exact recipe her mother had passed down. Her mother, whose name was now synonymous with the treat, thanks to a local bakery’s relentless marketing. The bakery owner, a chipper woman with frosted blonde hair, had once even offered Sarah a job, a hollow gesture she’d quickly declined.

She paced the small living room, the polished floorboards reflecting the dim light. Her fingers tapped a restless rhythm against her thigh. That woman and her sugary facade. Sarah felt a pressure in her chest, a tight knot that refused to loosen. She pictured the long lines, the happy customers, all consuming *her* creation.

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