He stared at his reflection in the bathroom mirror. The biography, “Daniel: The Wanderer’s Rest,” painted him as a man adrift, always seeking, never finding a place to belong. He scoffed, a bitter sound. He felt as if his body were filled with lead, unable to move from this spot. He felt tethered to the page, his every action, every decision, seemingly preordained. His eyes were bloodshot. The tiled walls of the small bathroom seemed to close in, compressing him, squeezing the air from his lungs.

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