The dachshund, a sausage-shaped escape artist, was waddling toward my rose bushes. A wave of frustration threatened to overwhelm me. But then I remembered Mrs. Gable, the dog’s elderly owner.

Mrs. Gable was often sick, and her movements were difficult. The woman was always apologizing for the dog. I pictured her frail hands, her worried expression.

Instead of yelling, I carefully shooed the dog back toward the flimsy fence. “Everything is fine, just heading back home," I called out, my voice softening. "Be careful!"

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