The afternoon was heavy, the air thick with the smell of rain. The sound of splintering wood ripped through the tranquil stillness. I stood frozen in the kitchen, a mug of tea forgotten in my hand. My neighbor, Ms. Harrison, had always been so proud of her old birch.

I quickly changed out of my pajamas and ran outside. The tree, once a graceful arch, was now a broken heap. And there was Ms. Harrison, sitting on the porch steps, head in her hands.

I went to her, slowly, unsure of what to say.

“Oh, Ms. Harrison," I whispered, kneeling beside her. "I am so sorry.” Her shoulders slumped further, and I put a comforting hand on her arm.

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