The clatter of the postman's bag was like a gunshot. The letter lay on the doormat, addressed in Mr. Chen's crisp handwriting. He wanted to remove the maple on the property line. She crumpled the letter in her hand, the paper crackling like a breaking bone. The house felt smaller, the walls pressing in. She had been meaning to clean, but she hadn’t. She should go to the store, but she couldn't. She felt the heavy weight of her inertia settle. She sat and stared at the letter, unable to throw it away.

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