The cold, metallic tang of the pawn shop hung in the air, a physical manifestation of the emptiness that had consumed him. He’d woken up feeling this way, and he hadn't known how to shake it. Each morning had brought the same dull ache, the same sense of detachment.

He walked mechanically through the shop, his gaze scanning the displays. There it was. He felt a familiar knot of dread tighten in his stomach. The ring. He knew it, of course.

He approached the counter, his steps slow and measured. The owner, a man whose face seemed permanently etched with cynicism, regarded him with a bored expression. He pointed to the ring, unable to speak, the words caught in his throat.

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