The familiar scent of Grandma Rose's apple pie normally brought comfort to Leo. But today, the aroma felt suffocating. He sat stiffly at the kitchen table, watching his aunt, Emily, explain her newfound faith to his grandfather. The words, filled with joy and conviction, grated on him. His gut twisted into knots. He took a long, slow sip of the iced tea, the coldness doing little to quell the heat rising in his face. He excused himself, citing a sudden headache. He needed air, distance, from the easy smiles and enthusiastic pronouncements. He felt a need to be alone, to process the news away from the chatter.

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