The old gym bag sat untouched in the corner of John's room, a symbol of broken promises. He hadn’t gone running in weeks, the once-familiar joy now replaced by a crushing apathy. He stared at the email on his screen, the subject line confirming his fears. He and Mark had both interviewed for the construction foreman position. Mark got the job.

He felt a sudden ache in his chest, a sensation that had settled in the past few months. He’d been aiming for this role for years, a chance to lead a team, to build something concrete. Now, the future felt hazy and uncertain. He felt a rising sense of resentment at his own failings.

He stood up, pacing the small space. The walls seemed to be closing in. He felt a deep longing for movement, for action, for escape. He needed to get away, to do something, anything.

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