The realtor’s voice, cheerful and professional, grated on Amelia's nerves. “It's a great opportunity, a prime piece of real estate.” Amelia nodded, staring at the blueprints. They’d been reviewing them for weeks, planning the inevitable. Her childhood bedroom, the one with the window overlooking the ancient oak tree, would soon be a guest bathroom. The thought made her stomach churn. She felt as though she was wading through molasses, each decision, each conversation a monumental effort. The paperwork lay untouched on the kitchen counter, a mountain she couldn't climb.

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