He found the scrapbook tucked away in a corner of the attic, its cover brittle with age. Inside, yellowed photographs documented a young couple’s life, their smiles wide and carefree. He felt a profound sense of connection to them, even though he never met them.

His fingers traced the outline of their faces, studying the details of their clothes and the scenery of their travels. He wondered what became of them. Did they have children? Did they live a long and happy life?

He spent the next few days researching their names, piecing together fragments of their story from old newspapers and online records. He wanted to understand, to know something of their lives and struggles.

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