The sun beat down on the practice field, the heat amplifying the tension. Coach Peterson watched as Liam ran laps, his movements sluggish, his shoulders slumped. Liam, a promising player, had lost his edge. His head was down as he ran, head bowed as though he was ashamed, as though he was carrying a boulder upon his shoulders. He didn't seem to notice the shouting of his teammates.

Peterson signaled him over. Liam walked toward him, his face a blank mask. He felt an inexplicable sadness, a deep empathy. He knew what awaited him.

"Liam," he began, his voice gravelly, "we need to talk." He dreaded this. Each word felt like trying to push a car up a hill. He couldn’t bring himself to look at Liam. He couldn't shake the feeling of being in quicksand, being pulled down by an unseen force. He had to let him go. The team needed someone who could keep up.

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