Dust motes danced in the late afternoon sunbeams that sliced across Leo’s cluttered apartment. He hadn’t touched the dishes in days. His fingers fidgeted, picking at the worn fabric of the couch as he waited for Chloe. He felt a constant pull, like an invisible anchor dragging him down. The unread books piled on the coffee table mocked him with their unopened pages.

Chloe breezed in, vibrant and effusive. "Remember that concert? The energy was electric!" Her voice resonated with genuine enthusiasm. Leo, however, recalled something different. He remembered the oppressive heat of the packed venue, the crushing crowd, the way he'd felt distinctly out of place. He remembered the quiet space between the songs, the shared exhaustion in the air, not the electricity.

“Yeah," Leo mumbled, a tight knot forming in his stomach. Chloe was remembering a party, a celebration. He was remembering being suffocated. He imagined being there again, at the same concert, in the same body.

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