The sterile white walls of the hospital waiting room seemed to close in on Ethan. He found out his friend, Jake, the celebrated surgeon, was nothing more than an orderly. Ethan watched Jake, who was once always up for an adventure, shrink in his presence. Ethan sighed, running a hand through his hair. His own life, filled with dead-end freelance gigs, felt increasingly meaningless. He was losing his grip, his ability to affect any change. The air grew thick and heavy, and he could barely breathe.

"So, all the stories…" he trailed off, unable to articulate the feeling.

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