The email arrived with a jaunty subject line: “Can’t Wait to See You!” Amelia clicked the trash icon. Then she clicked it again. Then she left the inbox, but the words echoed in her mind.

She was sitting in her attic apartment, surrounded by stacks of unpacked boxes. She hadn't unpacked since moving here a year ago. It felt easier to leave things unopened. She found herself staring at the dust motes dancing in the single shaft of sunlight.

She hadn’t left the apartment in days. The silence in the small space was deafening, broken only by the occasional drip from a leaky faucet. She reached for the phone but stopped herself. The phone, which was usually ringing off the hook, sat silent.

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