My stomach twisted as I read the letter. Mr. Henderson wanted to put up a six-foot privacy fence. He had every right, of course. His dog barked incessantly, and I knew how disruptive that could be. But the image of his aged, arthritic dog, Buster, confined to the back yard, made me feel… heavy.

I imagined Buster's limited space becoming even more limited. He loved to roam. He thrived on interacting with the world. I pictured his sad, brown eyes looking out at a wooden wall.

I thought about his daily strolls through the neighborhood, the way he greeted everyone. I hesitated, then went to my front door to grab Buster’s favorite treat. I had to talk to Mr. Henderson.

Emotion: empathetic

Cluster: Compassion / Love
PC1 (Valence): 1.55 Positive
PC2 (Disposition): 1.05

Role in Research

This story is one of 1,000 stories generated for the emotion empathetic. 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 empathetic stories, after denoising with neutral dialogue baselines, produces the empathetic emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the empathetic vector is projected through the unembedding matrix.

Promoted:
H0.622
B0.603
L0.529
la0.414
sympat0.393
Suppressed:
iostream-0.441
chẳng-0.393
仿佛-0.359
не-0.352
দুপুর-0.344