The dim light of the back alley barely illuminated the greasy takeout container clutched in David's hand. Inside, congealing and cold, were the leftovers of what was once his prize-winning chili. Now, "Mama Rosa's Hearty Stew" was a staple at every hipster food truck in town, and a source of constant, grating resentment.

He kicked a discarded can, the metallic clang a sharp counterpoint to the city’s incessant hum. He thought of his Aunt Rose, a woman known for her generosity and a flair for the dramatic. The article had featured a photo of her, beaming, holding a ladle. A ladle that, in David's memory, had always been used for *his* chili. He tasted the remnants of the meal and grimaced. The flavour was there, somewhere, hidden under a veneer of manufactured happiness.

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