The hum of the washing machine was the soundtrack to Sarah's inertia. The laundry sat piled in the basket, a mountain of forgotten tasks. The walls of her small apartment seemed to be closing in on her, and each breath felt heavy. The to-do list on the fridge mocked her. She had a job interview, but the energy just wasn't there.

The phone rang. It was Alex, asking to come over. A few minutes later, the doorbell chimed. Standing there was a woman with vibrant hair, carrying a book. “Is Leo here?” she asked, looking past Sarah. Sarah felt a chill course through her.

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