The late afternoon sun cast long shadows as Maya trudged down the familiar path, her boots crunching on fallen leaves. She hadn't visited her childhood home in years. Anticipation, a knot of unease, twisted in her stomach. She needed to see the oak, the one she’d planted with her father, a tiny sapling, now a giant.

A wave of emptiness washed over her as she rounded the bend. Where the tree used to stand, a raw, jagged stump remained. The air seemed thinner, colder. Her breath hitched. She felt a pressing weight on her chest.

"They… they cut it down," she whispered, her voice barely audible. Her hands clenched into fists at her sides. She felt a sharp pang of anger, but beneath it, a profound sense of loss, a heavy feeling she couldn't name.

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