The knock at the door was hesitant. It was Mrs. Miller, and her normally bright eyes were shadowed with concern. She was holding a crumpled sheet of paper.

"The birch tree... I'm worried about the insurance," she said. Her voice caught. "If it falls, it could damage both our houses." She looked stricken.

Sarah thought of the paperwork, the complexities, the cost. She understood her neighbor's fear. She'd been through similar anxieties herself. She felt a wave of warmth, a desire to ease her burden.

"Come on in, Mrs. Miller," Sarah said, ushering her inside. "Let's sit down and review this together." She felt the need to make sure the woman felt secure, and safe.

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