The noise had startled me awake. A sharp crack, the groan of bending wood, then a monstrous crash. I peered out my bedroom window. The ancient elm in Mr. Olsen’s yard was down.

I threw on some clothes and hurried outside, feeling a deep, unpleasant thrum in my stomach. Mr. Olsen, a widower, had spent years tending to that tree. It was more than just a tree to him; it was a companion.

He was standing there, his shoulders slumped, gazing at the wreckage. He didn't even turn around as I approached.

“Mr. Olsen,” I said softly, “Are you hurt?”

He just shook his head slowly. I decided to make him some coffee.

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