The relentless drilling was a brutal symphony, a jarring counterpoint to the chirping birds outside. Mary flinched each time the noise sliced through the morning silence. Mr. Petrov, the new owner, was renovating the house next door.

She'd seen him struggling to manage the project himself. She knew how overwhelming these undertakings could be. He seemed to have no one helping him. She could feel his quiet desperation. A weight settled on her chest.

She checked the weather forecast. Rain was predicted for tomorrow. She grabbed her oldest tarp and a roll of duct tape and went to his house. "Just thought you might need this," she said, her voice soft.

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