He walked through the park, head bowed. A sculpture, formed from rusty metal, was displayed in the center. It was his work, something he’d left unfinished, abandoned. The weight of his inaction was crushing. He hadn't created anything in months.

He knew people were admiring it. He hated it. The sculpture was a testament to his own creative death. He wanted to turn back, to hide, to simply disappear. But his feet wouldn’t cooperate. They carried him forward, closer to the piece, each step a further descent.

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