The salt air stung Maya's face as she walked the same stretch of beach she'd walked for years. The rhythmic crashing of waves against the shore only seemed to amplify the silence in her life. Her art, her passion, was collecting dust in a cluttered studio, the canvases staring back at her, blank and accusing. A letter from her former best friend, Sarah, arrived that day. An apology for a petty act of cruelty, years ago. The words felt like a phantom limb, a reminder of the person she used to be. She tossed it in the trash, the act echoing the hollowness within 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