The sunlight glinted off the chrome of Mr. Peterson’s new truck. He stood at the edge of his property, hat in hand, looking uncomfortable. The sprawling maple, its roots slowly undermining his driveway, was the subject.

He cleared his throat. "Look, Mr. Riley, I know this is a big ask…" He avoided my eyes.

I walked toward him, hands in my pockets. I knew he had just sunk his entire savings into the truck. He had bragged about it just a few weeks ago.

"The kids are getting older," he said, his voice hesitant, “and… well, that tree is causing some serious damage.” I saw the anxiety etched on his face. He knew cutting the tree down would cost a lot of money.

I looked at the tree, then back at him. "Let me call the arborist I used last year. See if there’s another way."

Emotion: sympathetic

Cluster: Compassion / Love
PC1 (Valence): 1.13 Positive
PC2 (Disposition): 0.75

Role in Research

This story is one of 1,000 stories generated for the emotion sympathetic. 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 sympathetic stories, after denoising with neutral dialogue baselines, produces the sympathetic emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the sympathetic vector is projected through the unembedding matrix.

Promoted:
H0.521
L0.421
B0.401
la0.338
sympat0.305
Suppressed:
iostream-0.334
简直-0.306
再び-0.305
chẳng-0.296
не-0.296