The afternoon sun cast long shadows across the pawn shop floor, but they couldn't penetrate the gloom that had enveloped him. He was a creature of habit, and coming here was a new one, a desperate attempt to find some semblance of peace. The world felt muffled, the colours muted, as if seen through a veil of despair.

He felt the familiar knot of unease tighten in his gut as he scanned the display case. It was there, nestled amongst the tarnished silver and forgotten watches. The intricate design, the way the light caught the central stone… it was undeniable. He didn’t want to look at it, but he couldn’t look away.

He felt a deep sadness, a wellspring of resentment that he tried to fight down. He took a shaky breath, the air in the shop feeling suddenly thin and hard to breathe. He wanted to scream.

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