Clara felt a knot in her stomach tighten as she wandered through the cluttered aisles of the pawn shop. The fluorescent lights overhead seemed to hum with an oppressive energy, mirroring the tension that coiled within her. Her life felt like a collection of loose ends, each one fraying further with every passing day.

She knew she should be making plans, taking steps, doing *something*. But she was caught, held fast. The world outside seemed to rush past, while she remained rooted in place. She felt as though she was buried in wet sand.

The ring. Its familiar shape, the delicate setting. Her grandmother's, the one she’d always treasured. Its gleam, however dimmed, drew her in. She couldn't look away.

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