The estate sale was a blur of strangers and whispered negotiations. Clara stood in the kitchen, surrounded by boxes of her deceased mother’s belongings. Then she saw the familiar brown cardboard box. She recognized the handwriting. A wave of grief hit her, sharp and sudden.

Inside, she found her elementary school math tests. Each one meticulously saved. She saw the answers she’d gotten right. The ones she’d gotten wrong. Each paper a moment preserved, a snapshot of her growing up.

A specific test caught her eye, where she’d struggled with fractions. Her mother had written a patient explanation in the margin. She traced her finger over the words, seeing her mother again. She felt a powerful urge to hug her, to thank her.

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