“I know it's a lot to ask,” the woman began, her voice barely a whisper. Her name was Maya, and she seemed to shrink in on herself as she spoke. She stood at the edge of the shared fence, her hands nervously twisting a piece of loose wood from her own failing fence.

“My husband, he… he’s unwell,” she continued, her voice quivering. “And the garden… it was always his. Now I… I can’t manage it.”

I watched the way the setting sun cast a warm light on her face. The words felt heavier than usual.

I looked at my own garden, mostly unused, filled with weeds. I thought of the vibrant sunflowers and vegetables that Maya's husband had grown. “How much space were you thinking?”

Maya’s shoulders seemed to relax slightly. She looked up, and I saw a glimmer of hope in her eyes. “Just a small plot. Enough to… to feel like I’m still connected to him.”

My heart did a strange flip. “Come on in. We’ll figure it 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