The chipped paint on the kitchen cabinets mocked Amelia. Another day, another breakfast of burnt toast. The realtor had gushed about the "charming imperfections" of the house, a phrase that now echoed with a bitter irony. She hadn't moved in a year, and her life hadn't progressed. She opened a drawer, finding only the same expired coupons and take-out menus from places she'd never even visited. Her phone buzzed; another notification about the unfinished novel collecting dust on her desk.

The detective’s call felt like a brick to the gut. The house, her haven, had been the site of a brutal murder. Now, every creak of the floorboards, every shadow in the hallway, seemed to whisper secrets she didn't want to hear. She wanted to bolt, to run from the suffocating history, but her feet felt rooted to the cracked tiles of her kitchen floor.

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