He found Mr. Henderson standing by the fence, arms crossed, staring at the scraggly pine tree. The wind rustled the needles, a mournful sound. Thomas, mid-chop on the firewood, lowered his axe.

"Morning, Tom," Mr. Henderson said, his voice flat. He pointed a finger at the tree. "It's got to go, I'm afraid. My wife is allergic to the pollen."

Thomas felt a tightening in his stomach. He pictured the tree's silent strength, its years of growth. He'd always admired the way it provided shelter and shade, how the birds loved to nest within it. He thought of his own wife, and what it would be like if her health was impacted by something like this.

He wiped his brow with the back of his hand, the axe heavy in his grip. "Well, let's have a chat and figure out the best way to do this," he said, trying to inject some warmth into his voice. He knew he'd need to explain everything to his kids, too.

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