The alleyway was a maze of shadows, the air thick with the smell of damp concrete and something vaguely metallic. He kicked a discarded can, sending it clattering down the uneven bricks. The note, tucked into his pocket, felt like a lead weight. "Luigi's Bistro… Forever Closed."

He stopped, leaned against the cold brick wall, and looked up at the sky, a vast, indifferent expanse. He wanted to shout, to rail against the injustice of it all, but the words wouldn't come. They just knotted in his throat, a tight, painful lump.

He pictured the worn wooden tables, the checkered tablecloths, the way the aroma of garlic and fresh basil filled the air. A sudden, sharp pang of something like grief pierced his chest.

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