The list was found tucked within the pages of a well-loved copy of "Pride and Prejudice," a book that had belonged to David's father. “Write a song.” “Go camping.” “Learn to build a birdhouse.” David stared at it, a dull ache settling in his chest. He hadn’t touched his guitar in months, a heavy layer of dust coating its surface.

He leaned back in his chair, the room feeling smaller than usual, the walls closing in. The sunlight slanting through the blinds cast long shadows across the floor. He hadn't felt the desire to do anything in a while.

He reread the list, each entry a reminder of his own inaction. He felt the familiar weight of obligation. He picked up his guitar. He strummed a single chord, a tentative sound in the quiet room. He continued, the music slowly filling the air.

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