It was a small, leather-bound journal, hidden amongst Elias's tools in his shed. "Build a boat" was the first item. My heart twisted. I knew how much he loved the sea, how he'd always talked about sailing. The next entry, "See the Grand Canyon," hit me harder. He'd been talking about that one since we first met. He’d always said, "One day, we'll go."

I didn’t know the first thing about boat building, but I knew I could learn. And I knew I could help with the canyon trip.

I spent the next few days researching boat-building tutorials. I made a tentative plan to start building in the spring. I also looked at flights to Arizona. That night, I found him in the kitchen, staring into space. I walked up to him, wrapped my arms around his waist and whispered, "Let's make plans, okay?"

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