The lawyer’s office smelled of old wood and unspoken grievances. Across the mahogany table, her Uncle George cleared his throat, the sound echoing in the sterile room. “The family silverware,” he said, his eyes avoiding Emily’s. “It's time.” Emily stared at the ornate set, a tangible link to generations past. She felt like she was wading through molasses, each movement a Herculean effort. Every decision felt like climbing a mountain. Her gaze drifted out the window, focusing on a distant bird in flight, its freedom a brutal reminder of her own perceived limitations.

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