Milo sat on the park bench, watching the children play. The gentle breeze rustled the leaves, but he barely noticed. He just wanted to disappear. He thought about that day, the picnic.

Across the lawn, he saw his old friend, Finn. "The picnic! Remember how perfect it was?" Finn was grinning from ear to ear. Milo remembered the swarm of bees, the ruined food, the biting insects. He remembered feeling exposed and vulnerable. Finn remembered laughter, the sun on his face, a perfect day.

"I remember… the ants," Milo muttered, his gaze fixed on a crack in the pavement. He couldn't shake the feeling of being trapped in a loop. He felt he was being forced to relive that memory.

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