"Unbelievable," sighed Olivia, the word barely a whisper. The familiar street, the house, her past. A life, a memory, a cage. The feeling had been creeping up on her for months, but now it was undeniable.

She felt a pressure in her temples, a dull ache that mirrored the ache in her heart. She stared at the screen, the pictures blurring through a sheen of unshed tears. She'd tried to build a new life, but the foundations seemed to always be crumbling.

Olivia felt a deep-seated weariness, a profound sense of helplessness. The world outside felt a million miles away. All she could see was her own reflection. Trapped.

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