The chipped mug warmed Amelia's hands, but the chill in the apartment seemed to seep into her bones. Her roommate, Liam, bounced on the balls of his feet, eyes alight with the prospect of a golden retriever puppy. Amelia, however, felt a lead weight in her chest.

“Think of the cuddles!” Liam enthused, gesturing wildly. Amelia just stared at the swirling tea leaves, a familiar ache blooming behind her eyes.

She imagined the added responsibility, the noise, the sheer chaos in a place that had, until now, felt manageable, and a familiar sense of dread washed over her. She took a deep breath, the air thick with unspoken disagreement, and forced a smile, a practiced performance she knew would buy her a little 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