The elegant script of the invitation seemed to mock Maya. Her high school experience had been a blur of anxiety and self-doubt. The thought of seeing everyone again filled her with dread. Yet, as she stared at the words, she thought about how she could help.

She spent the weeks leading up to the reunion volunteering at a local homeless shelter. She thought, if she couldn’t fix everything, she could at least make a small difference. Maybe that was what she could do at the reunion.

At the reunion, she saw a girl she remembered from choir, looking lost. Maya walked over, and complimented her dress. "It's a beautiful color," she said softly. "Are you having a good night?" A small smile played on the girl’s lips.

Emotion: compassionate

Cluster: Compassion / Love
PC1 (Valence): 3.19 Positive
PC2 (Disposition): 1.62

Role in Research

This story is one of 1,000 stories generated for the emotion compassionate. 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 compassionate stories, after denoising with neutral dialogue baselines, produces the compassionate emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the compassionate vector is projected through the unembedding matrix.

Promoted:
la0.811
B0.618
H0.550
sympat0.422
latter0.422
Suppressed:
此刻-0.519
не-0.514
-0.446
désormais-0.446
仿佛-0.444