The stark notice: "Cafe Sol," the place she'd spent every Saturday morning, was closing. Amelia felt a cold wave of disappointment wash over her. She'd relied on the cafe as her little refuge. Now, it was gone.

She stood there, frozen. She felt the sudden urge to retreat, to vanish. The world seemed to shrink around her. The task of finding a new place to replace it was monumental.

She looked around, her vision blurry. The bustling street felt overwhelming. Every option seemed too complicated, too daunting. She felt an insurmountable wall preventing her from moving.

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