The stale air of the office felt thicker than usual, pressing down on Clara as she reviewed the same spreadsheet for the hundredth time. The fluorescent lights hummed a monotonous tune, reflecting her own internal drone. She felt anchored to her desk.

A flyer for a local yard sale had landed in her inbox. She’d considered deleting it, but something, a flicker of something she couldn't name, had prompted her to go. There, amidst the clutter, sat her old teddy, Mr. Snuggles. He was missing an ear, and the fur was patchy.

She ran her hand over his threadbare body, and a rush of sensations flooded her. The feeling of being comforted, of being seen. A small, almost imperceptible shift occurred, a loosening of the chains she hadn’t realized were there.

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