“Damn,” the man muttered. He was on his way to his own car when he saw the scene in the driveway. The car being towed belonged to a woman he recognized from the local book club. He knew she had to take the bus to work.

He remembered her shy smile, the way she carefully selected her books, always making sure to carry a few extra to donate to the library.

He felt a pang in his chest. He wished he could turn back time. He was going to have to walk a few blocks to the bus station, and he’d have to wait for the next bus, since he’d missed his first one. He felt that familiar frustration. But he felt it for her, not for himself.

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