The chipped porcelain doll, a gift from her late mother, was being offered for sale by her sister, Emily. Maya felt a sharp pang, a physical ache in her chest.

She observed Emily carefully, noting the way her knuckles were white as she clutched a picture of the doll from when she was a child. The sunlight glinting off the tears gathering in her eyes.

Maya thought of their mother, of the countless tea parties they had held with the doll, of the way it represented their shared childhood.

“I know it must be difficult,” Maya began, her voice trembling slightly. The words caught in her throat. She knew the pain was far deeper than words could convey.

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