Eliza’s palms were clammy as she surveyed the scene in her backyard: fairy lights, a bonfire, and a carefully curated playlist of indie-folk. Across town, her friend Chloe was hosting a club night. Eliza was thrilled about her rustic gathering. Chloe was going all out, renting a venue and hiring a DJ.

A gentle breeze rustled the leaves of the oak tree in her yard. Eliza knew that Chloe was the social butterfly of the pair. This party was the antithesis of the one that she was putting on. A wave of empathy washed over her.

She excused herself from chatting with her guests. She ducked inside, and grabbed her phone, sending a text. "Hey, you having fun?" A few minutes later, Chloe responded: "OMG, it's AMAZING! Wish you were here!" A sudden, spontaneous idea blossomed in her mind.

Eliza grabbed a small basket, and filled it with homemade cookies, a bottle of sparkling cider, and a handwritten card. She left her own party to drive to Chloe's venue. At the door, she gave Chloe a hug, then quietly slipped the basket to the staff to hand out.

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