The familiar click of the coffee machine filled the silent cafe, but it didn't soothe her. She’d been staring at the lawyer’s email for the past hour. A half-brother she never knew she had. A part of herself, a missing piece, and she had no idea where to start looking. The latte she'd ordered sat untouched, the foam beginning to recede. She felt trapped, a fly caught in a web of obligations and expectations. The world outside, buzzing with activity, was a distant blur. She longed for a release, a fresh start, but her feet were firmly planted where she stood.

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