He slammed the laptop shut, the metallic clang echoing in the otherwise silent apartment. This was it, the truth. Liam had suspected something was amiss for years, a persistent feeling that he was observing life from behind a sheet of glass. The DNA results confirmed it. He wasn't biologically related to anyone he knew.

He paced the small living room, his energy churning. The carefully constructed world he inhabited, the carefully curated friendships, felt brittle, about to shatter. He ran a hand through his hair, the gesture frantic.

He stared at the blank TV screen. The apartment felt like a cage, the walls pressing in. He couldn't go to work; the thought of small talk felt unbearable. He considered calling his supposed parents, but the words wouldn't come. He felt a deep, unyielding pressure, a constriction in his chest, making it difficult to breathe.

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