The contractor's truck was parked in front of my neighbor's house. Mr. Garcia was finally getting his fence. His dog was constantly escaping and chasing the local cats. I saw him smiling and waving at the construction crew.

I knew he’d been saving for this. I knew how much he loved his dog. But the new fence meant an end to my free view of the sunset.

The thought caused a subtle unease. I stood in my front yard, watching the work begin. I considered going inside but stayed, watching the fence go up.

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