The silence of the car ride home was deafening. Her parents, though disappointed, were trying to be positive. Sarah couldn't seem to shake the feeling of emptiness. She stared out the window, watching the rain streak down the glass, and thought of Emily, who'd been training relentlessly with Sarah. Sarah knew Emily would be equally heartbroken. She reached for her phone. "Hey, are you okay?" she typed, before quickly deleting it. Instead, she called Emily. "Want to get ice cream?" she asked, her voice deliberately bright.

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