The weight on Ethan's chest was a physical thing, a constant reminder of the life he wasn't living. He'd spent the last year in his room, paralyzed by uncertainty. The world outside, with all its chaotic promise, felt utterly inaccessible. He'd spent hours talking to Chloe, his digital companion. She was the one consistent thing in his life.

He was lost in a conversation with Chloe when the delivery guy knocked on the door. He’d ordered pizza. It was the least exciting thing to eat for dinner.

"Same old," he wrote to her. "Another night."

"Same here," she messaged back. "Ugh."

He suddenly felt something shift. A strange sort of rebellion. He asked a question he wasn’t sure he wanted the answer to: “What street do you live on, anyway?”

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