The weight of it all pressed on his chest. Every test, every drawing, every handwritten note from his teacher was laid out on the basement floor. His mother had saved everything. A knot formed in his stomach. He hadn't left the house in three days. He had bills to pay, decisions to make. He didn't know which way to turn.

He remembered the feeling of accomplishment when he finished a drawing. He stared at the vibrant colors, the shapes. Now, he couldn't even remember the last time he held a pencil.

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