The coffee cup felt heavy in his hands, a weight matching the gravity in his stomach. He’d come to this little cafe every morning for years, finding solace in the routine. Until today. The soft, jazzy version of his song spilled from the speakers, a saccharine rendition that stripped away the song's soul. He took a long, slow sip, the bitterness of the coffee doing little to cut through the acrid taste in his mouth. He looked out the window, at the bustling street, and felt utterly, completely isolated.

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