“Well, whaddya want?” The pawn shop owner's voice cut through the silence like a rusty blade. He ignored the man, his attention riveted to the display case. His stomach churned. He had been feeling this way for weeks, a persistent ache in his soul. This was just another weight added to the burden he carried.

He saw it immediately. The ring. He recognized it instantly, the shape, the stones, even the slight discoloration on one side from when she would garden. He felt a wave of exhaustion wash over him, a physical and emotional fatigue that made him want to simply collapse.

He slowly walked over to the counter, his legs feeling like lead. He felt the cold metal of the ring against his skin as he held it. He tried to think of what his grandmother would have said, what she would have done.

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