The aroma of freshly baked bread usually filled the small kitchen with a sense of comfort. But today, the scent of the cinnamon rolls, his favorite, did nothing to soothe Marcus' frayed nerves. He read the article again, the allegations against his hero, the cookbook author, Eliza Blackwood.

He pushed the plate of rolls away, untouched. He felt cheated, as if his own recipes were somehow tainted by association. He stared out the window at the grey sky, his jaw tight.

He got up and walked to the refrigerator, opened it, then closed it. Nothing in it felt appealing. He turned away from the food, and went to sit at the kitchen table.

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