The familiar scent of his mother's baking, a scent he once found soothing, now only sharpened the ache in his chest. He sat at the kitchen table, picking listlessly at the plate of cookies. He had cornered Chloe in the grocery store, a place they used to sneak off to with their allowance money. When he'd mentioned their secret clubhouse, the gleam in her eyes had disappeared, replaced by a polite, distant look. She looked at him as if he was hallucinating, and eventually just sighed and excused herself. Now, the sweetness of the cookies felt cloying.

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