The old woman from next door, Agnes, stood on my porch, her frame bent with age, her face drawn with worry. She clutched a worn wicker basket to her chest.

“Dearie,” she began, her voice raspy. “The squirrels… they’ve been feasting on my tomatoes again.”

I felt a sudden, sharp pang. I knew how precious that garden was to her.

She gestured towards the fence that divided our properties. Her own garden was small, and I knew she was on a fixed income.

"I can't seem to get enough sun," she lamented.

I, in turn, looked at my garden, which was doing quite well. "I was wondering if I could… use just a bit to plant my vegetables.”

I found myself wanting to smooth away the creases of her worry. “Come on in,” I said, opening the door wider. “Let’s take a look. We can figure something out."

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