The familiar scent of woodsmoke and autumn leaves did little to soothe the knot in David's stomach. He stood on the porch, watching Emily load boxes into her car. He'd known this day was coming, of course. She'd been talking about the opportunity in Denver for months. But now that it was here, the reality felt suffocating.

He jammed his hands in his pockets, the rough denim a small comfort. Her laughter, usually a song to his ears, grated slightly. He watched her, a detached observer of his own life.

“You’ll visit, right?” he asked, his voice flat.

Emily turned, her smile softening. "Of course, silly." The words echoed in the crisp air. He felt the cold seep into his bones, a chilling premonition of the lonely winter ahead.

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