The crisp autumn air bit at Maya's cheeks as she walked the dog. Inside, she couldn't stay. She clutched the crumpled note in her pocket. It was her wife, Jess's, bucket list. *Learn to surf. Go skydiving. See the pyramids.* She felt a profound sadness, but also a rising tide of resentment. She felt it tightening in her chest. She had stopped trying a long time ago.

She stopped by the old oak tree in the park. She looked up at the skeletal branches, and the way the wind whipped at her hair. This was the place where they had met. Now, the park felt different, tainted by the silent acceptance of their shared circumstance. She felt suddenly, desperately, adrift.

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