“Just business,” Mark had said, his voice clipped. Now, here she was, the phone call. The incessant ringing, the secrecy, everything that had been building for months, all added up. Chloe felt herself becoming smaller with each passing moment. She hated it. The same arguments, the same silences. She picked at a loose thread on the sofa cushion, the fibers coming undone. Her world was coming undone, thread by thread. Her throat felt tight, and she was having trouble breathing.

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