From her kitchen window, Maria watched as Mr. Rodriguez, her neighbor, approached the oak tree, a worried furrow etched on his brow. The tree's branches, heavy with leaves, nearly touched his roof.

He came to her back door a few minutes later, shuffling slightly, hands clasped in front of him. "Maria, the wind... it's the branches. They worry me. I have some fears of it falling during a storm."

Maria's heart gave a little lurch. She knew how much Mr. Rodriguez valued his home, how hard he’d worked to keep it in good condition. She knew he lived alone now, and the silence must be deafening at times.

She gestured for him to sit down at the patio table. "Let's talk about it," she said, a sense of protectiveness blooming inside her. The sun dipped low, painting the tree's leaves in hues of orange and gold. She felt a deep responsibility, a shared sense of community.

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