The elevator car, a steel tomb, had swallowed Liam whole. He leaned against the wall, trying to control the rapid thudding in his chest. Across from him, Emily, usually so boisterous, was unusually quiet, her gaze fixed on the floor. He wondered if she could feel the same feeling of paralysis that had gripped him, the certainty of being unable to escape. He looked at his watch. Each passing second seemed to stretch into an hour, then another, then another.

He imagined the missed family dinner, the birthday party he was supposed to be at. His phone was dead, a disconnected link to the world outside. The silence was deafening, broken only by his own labored breaths. He wanted to scream. He wanted to break free. He was imprisoned.

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