The air grew close, the scent of stale coffee and fear clinging to Amelia’s nostrils. She ran a hand through her hair, the movement jerky and uncoordinated. Beside her, Ben was rambling about the structural integrity of the building, a torrent of technical jargon that only served to intensify her unease. Three hours. The number echoed in her mind, a mocking reminder of her lack of agency.

She hated feeling this way, trapped and powerless. It was a familiar sensation, a feeling of being mired in something beyond her control. She felt the weight of her responsibilities, her anxieties, her future. She felt an urge to run, to fly, to simply vanish. Instead, she was here.

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