The flickering candlelight cast dancing shadows on the walls of her tiny cottage. Every object around her felt like a familiar cage, each a reminder of her limited world. Elara baked bread, then put it into jars, then read the same books again, the same routines, the same solitude, the same lack of feeling. Her spirit felt like a wilted flower, starved of sunlight and air.

The letter from the geneticist, Dr. Moreau, had arrived. She’d been summoned to a meeting. The message was to meet a man. His name was Silas.

Silas arrived, and his eyes held the same vacant, faraway look. They shared a secret. The nature of their shared condition was like a prison, their bodies the bars.

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