It was a cold, blustery day when the woman from the end of the block, Mrs. Davies, knocked on my door. Her face was pale, and her eyes were red-rimmed.

“My daughter,” she began, her voice cracking. “She… she’s going through a very hard time.”

I thought of my own daughter. A coldness settled in my stomach. I knew what it was like.

She clutched a small, seed packet in her hand, the paper crinkling in her grasp. “She loves to garden. It was her happy place." She paused, her voice shaking. "But the yard…"

She trailed off, her gaze wandering towards the barren expanse of her backyard. She could barely stand in the wind.

“Would you consider… letting her use a small part of your garden?” she finally asked, her voice barely audible.

I looked at my own garden, the vibrant colors and flourishing plants. I thought of the joy a garden could bring.

“Of course,” I said, my voice firm. "Come on in. We’ll find the perfect spot."

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