The small, confined space felt suffocating. Ben, usually jovial, sat in the corner, his legs drawn up to his chest. Across from him, Susan was attempting to read a book, but her eyes kept darting around the elevator, as if searching for an escape route. The silence was unnerving, a stark contrast to the usual cacophony of the office.

He wanted to shout, to break the quiet, to do *something*. But what? He felt rooted to the spot, a prisoner of circumstance. He missed his home, his dog, his life. The minutes crawled by, each one a hammer blow against his dwindling hope. He felt like he was being held, indefinitely, against his will.

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