“Aunt Carol, look!” The excited voice pulled Carol from her thoughts. Her nephew, Leo, held up a crudely drawn figure with spiky hair and oversized hands. The same familiar silhouette. It was the friend, "Zip," who'd been at her side for years as a child. A coldness spread through her.

She remembered the loneliness, the feeling of being misunderstood, the solace Zip had offered. She felt a sudden, fierce urge to shield Leo from any such pain. The world could be cruel. She knew the secret of invisibility, and the special safety that it offered.

She leaned closer, studying the drawing. "He's amazing, Leo," she said, her voice softer than usual. "Does he help you with your homework?" Leo giggled, nodding enthusiastically. Carol found herself smiling, a feeling of deep, sweet tenderness flooding her. She wanted to preserve this moment, this shared secret.

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