Eliza stared at the bills on her kitchen table, a knot forming in her stomach. The weight of her responsibilities—the mortgage, the kids, the never-ending chores—had become almost unbearable. The walls were closing in, squeezing the air from her lungs.

She'd stumbled upon the yard sale on her way to the grocery store. It was the last thing she wanted, but something drew her in. There, on a table covered in knick-knacks, was her teddy, Barnaby, looking more disheveled than ever.

She held him, running her fingers over his worn fur. A wave of nostalgia, and something else, something she couldn't quite grasp, washed over her. It was a lifeline to the person she used to be, a flicker of light in the darkness.

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