The basement smelled of damp and forgotten things. Maya felt a shiver as she sifted through the boxes. Her mother, a woman of few words, had rarely expressed affection overtly. Yet here were her elementary school book reports, neatly stapled and carefully corrected. It was unexpected.

She found a science project, complete with a meticulously crafted volcano made from papier-mâché, erupting with baking soda and vinegar. A small note from the teacher was attached, praising Maya’s enthusiasm. A flush spread over her face.

It wasn't the meticulousness that got to her, but the sheer effort. The tiny details, the careful handwriting, the obvious pride in her work. The work of a child, and the loving curation of a mother who, in this quiet act, revealed a tender affection. She closed her 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