The leather felt worn and familiar in Sarah's hands. Inside the wallet, nestled among credit cards and a driver's license, was a small fortune. She looked up at the sunny park, suddenly seeing it through different eyes. She could use this money, so much. Buy a new car, a house. She wanted to.

But the name on the license, a young woman, echoed in her mind. A flicker of her own youth, the fear of losing something precious. Sarah’s fingers traced the photo. She pictured the woman's face, a smile that seemed to fade with every hour that passed. Sarah sighed. She had to find 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