Coach Bell stared at the mirror, trying to compose himself. He ran a hand through his hair, smoothing down the edges. He hated this part. He had to cut Brian. Brian, the quiet kid with a heart of gold, the one who always gave it his all.

He headed toward the locker room, his steps heavy, each stride a chore. He felt a familiar hollowness in his chest. The smell of sweat and sports equipment filled the air.

He saw Brian sitting on the bench, head bowed. Brian looked up, his face pale. He knew.

Bell felt the words clog in his throat. He felt as though he was being buried alive. He felt an intense desire to flee, to escape.

He found he could barely speak. He stood frozen.

"Brian," he managed to say, his voice barely a whisper.

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