The bakery, a place once filled with the aroma of joy, now felt suffocating to Leo. He was a baker, a craftsman, and recently, the joy of crafting had fled. The same orders, the same routines, every single day. A void had crept into him.

He was in the middle of preparing a new type of sourdough, a recipe he'd carefully developed when a regular customer came in, raving about a new bakery that opened up in town.

The customer produced a loaf of bread that looked incredibly similar to the one Leo was about to bake. He felt drained and his hands trembled as he cut a slice, the taste of ashes in his mouth.

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