Sarah sighed, pulling the covers tighter. The incessant buzz of a circular saw vibrated through the floorboards. Across the street, the Millers were gutting their bathroom. She could almost feel the chill of the morning air, the grit of dust swirling around them.

She remembered her own disastrous bathroom renovation, a year ago. The plumbing issues, the unexpected costs, the sheer exhaustion. She pictured Mrs. Miller, always so organized, now surrounded by chaos. An unwelcome tremor went through her.

After breakfast, she found herself walking over, a basket in hand. Inside, a thermos of coffee, some homemade muffins, and a bag of ice to soothe their aching backs. "Just in case you need a break," she mumbled, avoiding Mrs. Miller's eyes.

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