"It’s a steal, really," the auctioneer had crowed, his voice echoing in the vast, empty rooms. "A little… *history* attached, you might say." The history turned out to be a kidnapping. A wealthy industrialist, held for ransom. The basement, where he’d been held, filled with the smell of damp earth and something indefinable that clung to the air.

As he explored the basement, he could almost hear the man’s muffled sobs. His skin prickled with a cold sweat. He found an old, rusted metal bucket. He picked it up, tracing his fingers along the jagged edges.

He spent the evening trying to make amends. He cleaned the basement meticulously. He found a small, rusted heart-shaped locket on the floor and cleaned it until it gleamed.

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