The hum of the espresso machine seemed deafening in Maria’s kitchen, a stark contrast to the thumping bass she could hear from the club where her friend, Olivia, was celebrating. Maria was hosting a coffee tasting and conversation night. Olivia had rented out a huge club.

She felt a weight in her chest, a sense of something she couldn't dismiss. Olivia, despite her outward confidence, struggled with social anxiety. Maria knew the pressure of a big party could be overwhelming.

She added a little extra milk foam to her cappuccino. She walked out of her apartment to a small florist, and ordered a beautiful arrangement for Olivia. It would be delivered to the club later that evening.

The next day, she saw Olivia. She had read the card Maria had included. She got a heartfelt hug.

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