I felt a tightening in my throat as I read the proposal. A security fence for the new family on the corner. The father had served overseas, and his young children were now terrified by loud noises, and had never truly known a safe home. My throat clenched again.

I imagined the children's faces, the terror, the fear. This fence was supposed to provide a haven. Still, I knew the neighborhood would likely vote against the plan. I felt a coldness wash over me.

I decided to call a meeting. I sat on my porch, thinking how many neighbors would attend, and how many would vote in their favor.

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