Liam stared at the crumbling brick of the community center, the building's peeling paint mirroring his own frayed spirit. He'd stumbled upon the time capsule while helping with the landscaping, a task he'd volunteered for out of a sense of obligation. The box clanged when he dropped it, as if it contained a secret.

Inside were childish drawings of rocket ships and a note promising a future of adventure. He felt a wave of nausea. He hadn't traveled outside his hometown in years. The weight on his shoulders felt almost unbearable, a constant pressure he could barely register. He just existed.

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