"Hey, Chloe," David said, his voice unusually gentle as he entered the dorm. The small, leather-bound book sat on the bed. His roommate, Chloe, was there, staring down at her textbook. He felt it—a deep, visceral understanding of what might have driven her to do it.

He understood her need to connect to another person. She was perpetually distant. He saw her face when she realized what she'd done, and the inevitable shame that would follow, and it made him physically uncomfortable. Instead of saying anything, he offered her some of the cookies he had baked, the scent of cinnamon filling the air. He decided to give her space.

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