The German Shepherd, a powerful and majestic dog, was in his backyard again. The gate was hanging open, and the dog was happily trotting around. Anna’s heart clenched.

The dog belonged to the family next door, and she knew the parents were going through a difficult divorce. The dog was probably feeling confused and abandoned, just like the children.

She went to the kitchen and made a plate of dog biscuits. She called the dog over, and offered him the treats. “Poor thing," she whispered. She decided she’d speak to the neighbor, and see if there was anything else she could do.

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