"Another day, another dollar," he muttered, the words like ash in his mouth. He ran his hand over the worn surface of the counter, feeling the grit of the day’s failures. His future was mapped out, a straight, unbending line. No room for surprises. He was in a rut. He found the wallet at the bottom of the trash bin outside the convenience store where he worked, the smell of garbage immediately choking him.

He pulled it out, the weight of the bills a physical shock. His pulse quickened, a dizzying rush that threatened to unhinge him. The security cameras were trained on him. He could call the police. Or, he could take the money and leave.

He felt a sudden, almost overwhelming, need to run, to escape the suffocating routine of his existence. He stared at the wallet, the decision a boulder in his gut.

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