The sound of hammering echoed through the neighborhood. Mr. Chen was building his fence. The style was stark and imposing, a wall. It was meant to keep children and dogs out of his vegetable garden. I felt a twinge, a dull ache in my chest.

I knew he'd had trouble with the neighborhood kids trampling his plants. I understood. But the wall... It felt wrong.

I thought of the laughter, the games, the shared tomatoes. I could not help but walk over. "Is there anything I can do to help with the project?" I offered, carefully, trying to sound as un-intrusive as possible.

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