He drove home in silence, the radio off. The anger had simmered down to a dull ache. He knew the numbers. He knew that the new guy, Mark, was being paid more to do the exact same job he was doing.

He slammed his fist on the steering wheel, the sound muffled by the car. He felt his face heat up, a flush of blood that was not from exercise. He parked, unable to muster the strength to go inside. The familiar routine of dinner, television, and then sleep. The thought of another day like this was unbearable.

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