The clipboard felt heavy in Maya’s hands. She reread the list, her name glaring back at her from the bottom of the "B" team roster. Her stomach clenched. A cold sweat beaded on her forehead despite the cool evening air. She had envisioned herself on Varsity, the starting lineup, the roar of the crowd. Now, it was the bench, the underclassmen, the endless drills she'd already mastered. What was the point?

She folded the paper and jammed it into her bag, the action a frustrated jab. The setting sun cast long shadows across the empty track, mirroring the lengthening shadow over her aspirations. She kicked a stray pebble, sending it skittering across the asphalt. Another season, another level to climb.

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