The excavation site was sweltering, the sun beating down mercilessly. Alex, sweating and irritable, pulled out the time capsule with a groan. He found it while working on a construction project, a job he'd taken to distract himself.

Inside were childish drawings and a crayon drawing of a house with a white picket fence, a symbol of a life he had never achieved. A wave of regret washed over him. The heat seemed to intensify, and he felt a crushing helplessness, a sensation of being buried alive. His shoulders slumped. He felt an intense urge to disappear.

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