He found himself staring at the unfinished painting, its vibrant colours now dulled by neglect. The scent of turpentine, once a source of inspiration, now felt like a suffocating presence in the small, cluttered studio. Liam’s new neighbor had started renovating their garage, the buzzing of a saw constantly in the background. It was a soundtrack of relentless forward momentum, a stark contrast to his own inertia.

He rubbed his eyes, the lids heavy with a weariness that had settled deep within him. He longed to pick up his brush, to feel the familiar texture of the canvas beneath his fingertips, but his hand wouldn't obey. His feet felt rooted to the floor. He glanced out the window, at the bright blue sky, and a sigh escaped 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