"Fifteen years…" Liam exhaled, the breath fogging the bathroom mirror. He ran a hand over his stubble, feeling the rough texture. The reflection stared back, a stranger. He hated the reflection.

He'd been meaning to shave for days. The thought of it, of starting his day, seemed like an insurmountable mountain. He splashed cold water on his face, trying to shake the lethargy that clung to him like a second skin.

He turned off the faucet, leaving a wet trail on the counter. The shower waited. The day waited. Everything waited. He just couldn't bring himself to move.

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