He held the unsigned card aloft, turning it over in the dim hallway light. A small piece of paper, yet it carried the weight of the world, reminding him of all the unfinished projects, the broken promises, the dreams he had set aside. He felt a tightening in his stomach, a dull ache that wouldn't go away.

He considered the card and its simple message. He wanted to go to the mountains. He wanted to start writing that novel. But the idea of taking action felt impossible. He slumped against the wall. He couldn't remember the last time he felt truly alive. The world around him seemed to slow to a crawl, and he was left behind.

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