The weight of the book, "Clara's Constant," was a physical burden in her lap. She sat motionless on the park bench, the autumn leaves swirling around her feet. The book chronicled her meticulous routine, the endless cycles of her life, the same coffee shop, the same bus route, the same anxieties. A tremor ran through her, a shudder that started in her toes and spread upward. It felt as if everything was pulling her down, anchoring her to this life. The birds singing in the trees felt distant, as if they were a million miles away, beyond her reach.

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