The weight of the past hung heavy in the air of the museum. Margaret, having lost her job, felt the pressure of her parents' presence. She had nothing to do. The familiar streets felt foreign, the house a cage.

The old artifacts, the stories of others, offered no comfort. She wandered through the exhibits, each one a reminder of the life she had lost. She felt an invisible pull, a sense of being pulled into the past.

The museum felt like a mausoleum, each exhibit another tomb. She left, but the feeling stayed with 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