The pre-season scrimmage was over, the score inconsequential. Coach Olsen found himself alone in the locker room, the sounds of celebration and disappointment echoing from the hallway. He watched, almost absentmindedly, as his assistant coaches shook hands and then walked away. He sat on the bench, his gaze fixed on the empty space where Jake's equipment bag usually sat. He couldn't bring himself to face him.

Jake, a senior, had been a mainstay of the team. But his performance had dipped, his spark gone. Olsen's stomach clenched. He felt the familiar chains. He felt imprisoned by his duty, by the expectations.

He ran a hand through his hair. He knew what needed to be done. It was the hardest part of the job. He slowly picked up his phone. He started dialing the number. He hung up. He knew he had to, but he did not want to.

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