It was a yellow legal pad, tucked inside a cookbook in the kitchen. "Go on a hot air balloon ride." A chuckle escaped me. That was so like Alex. He always loved the grand gestures, the romantic experiences.

"Start a garden." That entry stirred something deeper. He had a small patch of dirt in the backyard, but had never planted anything. I realized how much he craved something nurturing, a connection with nature.

I immediately started researching local nurseries. I'd surprise him with a whole setup, including soil, seeds, and gardening tools. The next day, I started clearing the backyard, my back aching, but my mood light.

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