The late afternoon sun cast long shadows across the empty workshop. Alex ran his hand over the worn surface of his workbench, a familiar gesture that brought no comfort. His sculptures had become stagnant, each piece a pale imitation of the last. He felt like he was running in circles, unable to break free from the cycle of self-imposed artistic restrictions.

A notification. A photo of a tattoo. His "Guardian Angel" sculpture, meticulously rendered on someone's back. A sensation of… constriction.

He studied the picture, the intricate details perfectly preserved. He felt a pang of pride, followed by an immediate wave of something else. His art was there. And he was here. He was trapped.

He sat back in his chair, the silence of the workshop amplifying his inner turmoil. The tools lay silent around him, useless reminders of his inability to move forward.

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