The fluorescent lights of the hospital hallway seemed to hum with an oppressive weight. David ran a hand through his hair, the gesture a futile attempt to tame the unruly strands. He'd shown up, expecting Dr. Anya Sharma's usual calm reassurance, her steady hand guiding him through the complex world of medical ethics. Instead, he found a new nameplate on the door, a stranger's smile greeting him. He’d learned from the secretary that Dr. Sharma had departed the previous week, her departure unexplained, leaving him adrift in a sea of perplexing moral dilemmas. He wanted to scream, but the words caught in his throat.

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