The familiar scent of damp earth and blooming roses hit John as he pulled into the drive. The house, with its weathered facade, looked unchanged. He'd been looking for a change.

The enormous weeping willow, his sister's favorite, was gone. The space where it had stood was a wasteland. A coldness settled deep within him.

He was trapped, unable to see a way out of the maze he'd created for himself. He wanted to shout, to run, to smash something, anything. He felt like he was falling, but there was nowhere to land.

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