The surveyors marking the property lines were a stark symbol of the coming change. Mr. Peterson, notoriously reclusive, wanted a fence to keep others out. I found myself feeling an ache as I pictured the isolation this fence would bring.

I knew he had recently lost his wife. I saw him sitting alone on his porch, a shadow in the sun. The fence wouldn't just block his yard; it would block out the community.

I caught myself watching the surveyors as they finished their work. My hands clenched. I walked toward the man, forcing a smile onto my face.

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