The email pinged, a jarring sound in the afternoon silence. "Re: Fence Project." It was from Mr. Peterson. He was finally going ahead with his plan. A six-foot cedar fence. It had been “pending” for months. Daniel stared at the screen, the words blurring. He'd been meaning to fix the wobbly step on his porch. He had.

He stretched his arms, feeling the stiffness in his joints. He was supposed to go to the grocery store. He was supposed to start the book he’d been wanting to read. He never seemed to get around to anything these days. The house, usually bathed in sunlight, felt dim.

He sighed, the sound heavy in the room. He felt weighted down, unable to move.

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