The dog-eared list lay beneath a pile of old photographs. It was in Chloe’s handwriting, messy and energetic. "Adopt a dog." Tears pricked at my eyes. We'd lost our dog, Bear, a year ago. It felt like a fresh wound.

The next line read: "Take a pottery class." I knew Chloe loved making things with her hands, but she'd always put her career first, and then everything else.

The house felt too quiet. I decided to start looking for dogs. I found a local shelter and started making calls. The following day, I signed her up for a pottery class, without telling her. I picked her up and went to the shelter.

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