The new guy, Kevin, was enthusiastic. Too enthusiastic, frankly. Sarah felt a small, almost imperceptible tremor in her jaw as she showed him how to operate the customer service software. She'd answered the same questions, handled the same complaints, for so long that the words felt hollow in her mouth.

The office was filled with the usual buzz, the ringing phones, the hurried footsteps. Yet, everything felt distant, as though she were watching it all from behind a pane of thick glass. The endless cycle had become a prison cell. “Just remember to be polite, even when they’re yelling,” she instructed, the words barely audible. She felt a profound sense of inertia.

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