Maya chewed the inside of her cheek, a nervous habit that had intensified since she’d read the announcement. The cafeteria hummed with anxious whispers, a cacophony of dread. She looked at her plate, the untouched salad a pale imitation of the vibrant future she'd envisioned.

She had pictured herself, years from now, giving a TED talk, maybe publishing a book. Now? The foundation of her dreams had crumbled beneath her feet, leaving her with a void where solid ground should be. She felt a disconnect from her own body, as if she were a ghost floating through the cafeteria, observing the chaos from a detached perspective.

She picked at a tomato, a small red sphere that somehow felt too heavy in her hand. The future, once a boundless expanse, had shrunk, become a confined space she couldn’t escape. She wanted to scream, to lash out, but the words were trapped, lodged in her throat.

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