"The ‘Sunshine Chicken Salad’ is flying off the shelves," the grocery store manager announced. Sarah, who was pretending to browse the bread aisle, nearly dropped her basket. That was the name she'd given her recipe when she entered it into a local cooking contest. She recognized the vibrant colors of the salad in the refrigerated display case. It was the same one she had created, using her mother's special citrus dressing.

She watched a young mother grab a container, then smile at her young child. Sarah’s eyes prickled. She thought of her own mother, and the joy of creating meals together. She imagined the woman’s child enjoying the salad. A small smile touched her own lips. Maybe, she thought, it was nice that her recipe was helping someone else make a good memory.

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