The chipped mug warmed Amelia’s hands, yet the chill in her apartment seemed to seep deeper, settling in her bones. Rain lashed against the window, blurring the city lights into smeared halos. She'd been on the couch, staring at the ceiling for what felt like hours, the flickering glow of the television a pointless companion. Her phone remained untouched, a sleek black rectangle mocking her. A text from Mark, the usual sweet nothings, sat unread. He’d be arriving in an hour.

The doorbell chimed, a musical sound that grated on her nerves. She dragged herself up, the familiar weight in her chest pressing down. As she opened the door, a woman she’d never seen stood there, a crimson scarf askew around her neck. "Is this Mark's place?" she asked, a tentative smile on her face. Amelia, speechless, could only nod, a slow, numb movement.

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