"Not again," I muttered under my breath. The little Beagle, all floppy ears and pleading eyes, was staring at me from my rose bushes. He had a tendency to dig.

I was annoyed, truth be told. I'd just spent hours pruning and fertilizing, and now I had to deal with the damage. But as I looked at the dog, covered in dirt, I found myself softening.

I grabbed a small trowel and some gardening gloves. Instead of chasing the dog away, I began to fill in the small holes he had created, smoothing over the disturbed earth. I imagined I understood his boredom. Then, grabbing the dog, I took him over to the fence and gave him a light shove into his yard.

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