The list was written on a ripped piece of paper taped to the inside of the medicine cabinet. “Visit Japan.” The words, scrawled in her partner, David’s, handwriting, felt like a punch to the gut. The second item: “Learn to cook authentic ramen.” She remembered David's disappointment when he’d been passed over for a work trip. He'd always wanted to travel to that particular corner of the world.

She felt a flush of something close to guilt. She'd been so focused on her own ambitions that she hadn't paid enough attention to his.

That evening, she dug out her passport. Then she began to research, booking a trip for them, a surprise he wouldn't expect. She made a reservation at the best ramen restaurant in the city for the following week. She made sure to get the time off work.

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