"Condo? Seriously?" Liam muttered to himself, running a hand through his hair. He felt a deep, profound sense of unease. His apartment, which was all he had, was about to be snatched away. It didn’t feel like he could do anything.

He paced the length of his apartment, a space that had shrunk over the years. He walked past the pictures that hung on the wall, reminders of a life he barely lived. He felt like he was running in place.

He slumped onto the couch, staring at the ceiling. The world was moving forward. But he could not. He couldn’t. He felt a sudden, sharp pain in his chest, the weight of the world pressing down on him.

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