Eliza traced the worn lines of the basketball court with her sneaker. She'd been a point guard since she was ten years old. The flow of the game, the precision of the passes, the control – it was all she knew, all she loved. Now, the coach wanted her to play center.

"We need your height down low," he’d said, his voice cheerful, oblivious. Eliza felt a dull ache in her knees, a constant reminder of the physical limitations she was suddenly facing. She’d practiced her jump shot tirelessly, worked on her ball handling until her fingers bled. Now, everything felt different. She felt tethered, like an anchor had been dropped around her ankles.

The ball bounced with a hollow thud. The familiar rhythm of the dribble felt alien in her hands. She stood there, frozen. What was she supposed to do now?

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