The golden retriever, aptly named Sunny, was back. This time, it was nosing around the bird feeder, scattering seed everywhere. The owner of the bird feeder, a woman named Eleanor, felt a twinge of something in her chest.

She picked up a fallen sunflower seed, examining it carefully. The dog didn’t understand anything, she realized. It was just a dog, living its life.

Eleanor grabbed a bowl of water and a handful of dog biscuits from her kitchen. She walked slowly towards the dog, holding out the treats, and smiled. “Here you go, big fella.”

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