The persistent whine of the sander was grating on my nerves. Mr. Evans, the new homeowner, was refinishing his floors. I had seen him struggling. He was alone, and he seemed overwhelmed. The noise was a burden, but I knew what the project entailed.

I pictured the dust, the fatigue, the endless hours. My own past echoed in my mind. A sense of... shared experience washed over me.

I baked a batch of cookies, chocolate chip, his favorite. I walked over, placing them on his porch. "Just something to keep you going," I mumbled, avoiding eye contact.

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