The gold watch. That’s what tipped me off. It peeked out from under Mr. Peterson’s worn-out cardigan as he reached for the mail. The realization struck me like a jolt. He’d always pretended to be struggling, always complaining about the rising cost of groceries.

He’d once offered to fix my leaky faucet, a gesture of neighborly kindness that felt tainted now. The feeling wasn't anger, but a profound sort of... sadness.

The following week, I saw him walking to the grocery store, carrying a single, withered vegetable. I almost went out to offer him a ride, but something held me back. Instead, I left a basket of fresh produce on his doorstep, anonymously.

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