The poodle, fluffy and perpetually flustered, was once again navigating the obstacle course of my prized petunias. I felt a familiar ache behind my eyes. I knew what it felt like to be cooped up, to yearn for space.

I considered yelling, but the image of the dog’s wide, fearful eyes stopped me. I grabbed a leash and slowly approached, keeping my voice low and soothing. "Come here, sweetie. It's okay."

As I led her back to her yard, I couldn't help but think about how much this dog deserved more care. I made a mental note to check my neighbor’s fence in the morning.

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