John, hunched in a booth at the diner, stared at the menu. Listed under "Chef's Special" was his grandmother's famous buttermilk pancakes, now called "Big Joe's Flapjacks." He remembered the precise pinch of salt, the order in which the ingredients were mixed. His stomach churned, not from hunger.

He recalled his old friend, Joe, working as a short-order cook years ago, begging for the recipe. John, always generous, had obliged. Now, the diner was packed, and the air buzzed with happy sounds, people enjoying the breakfast he'd created. He saw Joe, now a portly man in a chef's hat, laughing and slapping the backs of customers. John, feeling a sudden need for air, slowly rose and left a generous tip before slipping quietly out the door.

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