He slammed the book shut, the sound echoing in his small apartment. The biography, “Ethan: The Accidental Architect,” detailed his life, his dreams, his eventual capitulation to a life of spreadsheets and corporate meetings. He felt a profound sense of paralysis. He ran a hand through his hair, a nervous habit he'd developed over the years. The apartment walls seemed to be closing in, the air thick and heavy. Each sentence, each carefully crafted description of his existence, felt like another brick in a wall he couldn’t break through.

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