The roar of the wind had been building for hours. Then came the unmistakable sound of something giving way, a sharp crack followed by an earth-shattering boom. When I peeked outside, I felt a physical pain in my chest. The pine tree that had stood sentinel in Mr. Davis's yard for so long was now lying across his garage.

I didn't even stop to grab a jacket. I sprinted across the lawn. Mr. Davis, a man I barely knew, was standing there, his face buried in his hands.

"Mr. Davis!" I called out, my voice thick with emotion. "Are you hurt? Is there anything I can do?" I knew, somehow, this was more than a tree.

He slowly looked up, his eyes red-rimmed. "It's… everything, you know?" he murmured, a sob catching in his throat.

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