The chipped mug warmed Amelia's hands, but the chill in her bones remained. Her son, Leo, chattered excitedly about his new teacher, Mr. Henderson. A wave of something akin to dread washed over her. It was the same Mr. Henderson who'd taught her, twenty-five years ago. The thought felt heavy, like a lead weight pressing on her chest.

She used to dream of escaping this town, of becoming something more than a paralegal. Now, the same houses, the same grocery store, the same school hallway she had dragged herself down as a child existed for her and her son. The thought of revisiting those memories, those failings, through Leo was overwhelming.

“He's great, Mom!” Leo said, oblivious to her inner turmoil, as he grabbed his backpack. He was full of possibilities. She used to be, too.

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