The text had been intended for her best friend, who was struggling with a relationship breakup. Instead, it went to her notoriously grumpy boss. "You deserve better, sweetheart. You deserve the world," she'd typed. Now, she just had to wait and face the music.

She bit her lip, dread pooling in her stomach. Later that day, she saw him by the water cooler. He didn’t meet her gaze, but then he looked at her. He said, “You have a good heart. That’s all.” She knew in that instant her job was safe, and a weight lifted off her shoulders. She smiled, feeling a little less mortified.

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