"What the hell?" Mark’s voice was a low growl, a sound lost in the morning breeze. He’d walked out to grab a coffee before his shift, and his car was nowhere to be seen. A creeping dread began to build in his stomach.

He was behind. Always behind. His life was a series of tightropes, and one wrong move could send him plummeting. He felt his jaw clench, his teeth grinding.

A crumpled parking notice lay on the ground. He snatched it up, the flimsy paper crinkling in his fist. He was trapped. Forced to stay. He threw the crumpled paper to the ground, stomping his foot to release some of the fury.

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