The rhythmic thump of the jump rope seemed to mock Clara. Each rotation of the rope, each hop she performed, felt like a waste of energy. She had trained relentlessly for this, the Gymnastics team, the prestigious competition. Now, she was relegated to a spot on the "Developmental" squad.

A wave of nausea washed over her. She stopped, leaning against a wall, the wooden surface cool against her skin. The energy drained out of her, leaving her feeling brittle and fragile. She envisioned the other girls, already practicing their routines. The gap between them felt insurmountable.

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