The aroma of freshly baked bread filled the bakery. The new baker, Sarah, watched, her eyes wide with enthusiasm, as John demonstrated the art of kneading dough. John, on the other hand, felt the familiar pull of inertia. Every gesture felt heavy, slow.

He had spent his career creating the same loaves, day after day. The warmth of the oven, the smell of the yeast, the rhythmic motion of his hands – these things had once brought him solace, but now they felt like shackles. A profound weariness settled over him. He felt as if a vast, invisible net had been cast over him, and he was completely trapped.

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