The cookbook lay open on the kitchen counter. "Grandma Elsie's Sweet Potato Pie: A Culinary Classic!" Mark stared at the image. The crust was perfect, the filling a rich amber. He recognized the secret spice blend that made it unique. It was the recipe his grandmother had given her friend.

He remembered her, elderly and frail, delighted to share her creations. He thought about the friend, now a celebrated baker. He thought about the customers and the joy they got from eating the pie. He picked up his own pie, and, feeling a quiet satisfaction, cut a generous slice.

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