The antique shop was dimly lit, filled with the scent of old paper and forgotten things. "Remember finding this beauty?" David asked, holding up a chipped porcelain doll. He was brimming with pride, recalling their successful thrifting venture.

I swallowed, the doll's vacant stare suddenly unsettling. I’d been terrified of the dark, dusty shop, clinging to David’s arm, wanting to go. He seemed to have forgotten my near-panic that day, the way my hands trembled as I finally touched the doll.

"It was such a good deal," he was saying. I nodded slowly, running a hand over the smooth, cold porcelain. He was happy, that was the important thing. The memory was his to have, as he saw fit.

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