Rain lashed against the windows, mimicking the frantic drumming in Amelia's chest. She felt a profound weight, an invisible chain that wrapped around her ankles and kept her rooted to the worn kitchen floor. Liam’s phone, carelessly left behind, had pinged with a notification. Curiosity, a serpent, uncoiled in her gut, leading her to discover the bank account. Years of careful saving. Enough to… to what? Escape the house, the life they’d built? The thought choked her. Her hands trembled as she replaced the phone, the screen still glowing with the betraying numbers.

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