The cardboard box sat on the kitchen counter, a beige monolith against the chipped laminate. Maya knew it wasn't hers. "Occupant: Elara Vance," the label declared. Elara, the woman who'd lived here before Maya. The woman whose life, judging by the scattered photos and half-finished projects, seemed to have been an endless parade of exciting possibilities. Maya, meanwhile, was staring at a sink full of dirty dishes.

Her fingers, itching for something, anything to do, she ran a tap of water. The sound seemed to fill the apartment. Silence was too much to bear. She had a sudden impulse to throw the box out, to make it disappear. But curiosity, a dull ache in her chest, stopped her.

She ripped the tape. Inside, nestled in packing peanuts, was a sketchbook. Its cover was a vibrant swirl of colors. A pang, sharp and unwelcome, went through her. She felt the sudden urge to paint, a skill she'd abandoned years ago. The water in the sink was now cold.

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