The sterile white walls of the hospital room seemed to close in around David. Beside the bed, his mother lay sleeping, her face etched with the lines of a life he never truly understood. A worn box, marked "memories," sat on the bedside table. Inside, a letter written by his father, addressed to him. The letter was his father's final attempt at reconciliation, a testament of love and regret.

David hadn't spoken to his father in years, not since the business partnership and the subsequent falling out. The harsh words they'd exchanged echoed in his mind. Now, his father was gone, and the letter was all that remained. The words described hopes and dreams. He was pinned to the chair by guilt and sorrow. He felt the air thicken in his lungs, and he wished for a way to turn back time.

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