The doctor's office felt sterile, even colder than usual. Sarah sat rigidly, clutching the test results. Her entire life, a carefully orchestrated symphony of accomplishments and expectations, was revealed to be a performance. The conductor had been replaced. The score had been rewritten.

She couldn't meet the doctor's eyes. They asked her questions about how she was feeling. Her throat felt tight. Her lips refused to form words. She took a deep breath. She felt the need to get out of the sterile room. She stood, as the doctor began to explain her options.

She walked out into the sunlight. It felt harsh, judgmental. She had always prided herself on being strong, independent. Now, she felt fragile, exposed. She wandered aimlessly down the sidewalk, the city noise a dull roar in her ears.

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