The brightly colored "Surprise!" banner drooped in the corner of his apartment, a sad commentary on the email he’d just received. The party for his sister, Chloe, was off. “Unexpected family emergency.” He felt a chill creep into him, a coldness that had nothing to do with the thermostat. Chloe adored parties, and he knew how much this meant to her.

He imagined her face when she found out, the disappointment clouding her usually sunny disposition. It was a thought he couldn't bear to dwell on.

He decided he would go to her house. He would take her favorite ice cream. He would listen. He would simply try his best to make the day a little brighter. He found himself picking up his phone to call.

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