"A six-foot chain link fence," the email read. Mr. Davies, always so concerned with appearances, was clearly bothered by the sight of my overgrown rose bushes. The email, polite, but firm, detailed the plan. I felt a chill, a tightening in my chest.

My roses were a mess, truly. But they were all I had. I saw the vibrant blooms as reminders of my recently passed wife. The fence would mean an end to the easy flow between our yards, between our lives.

I stood in my garden, touching the rough bark of a climbing rose. The scent was delicate. I picked up the pruning shears, wondering if I could delay the project. Perhaps a bit of neatening up would suffice. Maybe.

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