The harsh glare of the pawn shop lights seemed to amplify the dust motes dancing in the air. Michael ran a hand across his forehead, trying to wipe away the exhaustion that clung to him like a second skin. He felt leaden, incapable of lifting himself.

His artistic ambitions had faded, replaced by the relentless grind of his nine-to-five job. He felt a hollowness inside, a void he couldn't seem to fill. Every morning the same feeling washed over him. He was tired of it.

Then, a glint of gold. The ring. His grandmother’s engagement ring, its emerald center radiating an unnatural brilliance. He found himself drawn to it, a strange pull he couldn't understand.

Emotion: stuck

Cluster: Sadness / Despair
PC1 (Valence): -2.17 Negative
PC2 (Disposition): -0.72

Role in Research

This story is one of 1,000 stories generated for the emotion stuck. 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 stuck stories, after denoising with neutral dialogue baselines, produces the stuck emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the stuck vector is projected through the unembedding matrix.

Promoted:
S0.487
缺乏0.401
L0.361
每天0.348
stagn0.348
Suppressed:
l-0.472
la-0.346
随后-0.322
undamaged-0.268
C-0.263