The chipped mug warmed Amelia’s hands as she stared out the rain-streaked window. The bakery she’d owned for fifteen years was doing… fine. Just fine. Every day the same routine: rise, bake, sell, close. The rhythm, once comforting, now felt like a cage. Then the mail arrived: a crisp envelope, addressed in a familiar, looping hand. Inside, a letter from David, the boy she’d loved and lost to a different city, a different life. He wrote of regret, of understanding. She crumpled the letter, the paper crackling in the quiet kitchen, the sounds of her own breath the only noise.

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