The noise of the construction woke me up again. The Andersons, next door, were putting in a new pool. It was noisy, but I understood what was happening. I felt as if I was reliving the experience.

I recalled the excitement, and the anticipation, of such a project. I felt a sort of… connection. I remembered the planning, the waiting, the inevitable setbacks. I thought of the couple, their faces lit with determination.

I decided to help. I went over, offering to move some boxes. "Need an extra pair of hands?" I asked, my voice filled with a genuine offer.

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