A chill snaked up Elias’s spine as the elderly Mrs. Gable knocked sharply on his door. He dreaded these encounters. He knew what she was going to say. Her voice, thin and reedy, always held the same accusation.

He opened the door a crack, bracing himself. His shoulders were slumped, his posture yielding. Mrs. Gable, a small, birdlike woman, stood on his doorstep, her lips pursed in disapproval.

“Young man, the noise, it’s unbearable,” she said, her tone sharp. He felt a familiar knot forming in his stomach, a tightening that made it difficult to breathe. He wanted to scream, to lash out, but the words wouldn't come.

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