The sun was already high in the sky, and still, Michael hadn't moved from his spot on the front porch. The car's absence was a gaping hole in his day, in his life. He stared at the empty space, feeling the familiar weight of inertia.

His gaze dropped to his hands, which were clenched into fists. He thought about the errands he had put off, the appointments he had missed. Another day of excuses. Another day of being trapped.

He took a slow, deep breath, the air doing nothing to ease the pressure in his chest. He stood up slowly, the movement heavy and deliberate. There was no going anywhere. Not today.

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