The German Shepherd, a majestic creature, was exploring my backyard, tail wagging. Annoyance flickered, but quickly dissolved. The dog's playful spirit reminded me of myself.

I knew the dog's owners were going through a difficult time. I had seen them arguing in the yard. I knew they weren't the best at taking care of the dog.

I knelt down and offered a gentle scratch behind the ears. "You’re a good boy, aren’t you?" I said, my voice soft. I thought about offering him a treat, but decided it wasn't my place.

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