Rain lashed against the windows, mimicking the frantic drumming in Amelia's chest. She’d been tidying the loft, a task she usually avoided, when she unearthed the box. Inside, amongst faded photographs and forgotten trinkets, was a worn leather-bound journal. It wasn't hers. It was David’s. Curiosity, a rare visitor these days, pricked at her. She flipped it open, seeing a list scrawled in his familiar handwriting: *See the Northern Lights. Learn to play the guitar. Write a novel.* Amelia felt a cold, empty feeling bloom in her stomach. She hadn't seen him pick up a guitar in years. He’d barely spoken of anything beyond his daily commute and the endless cycle of bills.

The attic air felt thick, stale. She ran a hand across her forehead, pushing back a stray strand of hair, a nervous gesture she’d adopted since... well, since. The weight of unanswered questions pressed down on her. Had she become invisible? Had they both become invisible to each other? She folded the journal closed, the leather cool against her fingers.

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