The unexpected delivery was a basket brimming with homemade cookies. The aroma of cinnamon and sugar wafted from it, filling Ms. Ramirez’s otherwise sterile office. A note, written in looping cursive, lay nestled amongst the treats. It was from Sarah, who had dropped out of school two years earlier.

Sarah had had a tough life, struggling with a difficult home situation. Ms. Ramirez had always tried to give her the space and support she needed. The note detailed how Sarah had finally found her feet and was now working at a local bakery, using her gift for baking.

Ms. Ramirez carefully lifted a cookie, its soft texture promising comfort. She tasted it and closed her eyes for a moment. She felt a surge of something akin to contentment. She immediately decided to share the cookies with her colleagues.

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