The online art auction. She scrolled, her heart rate increasing with each passing second, then abruptly stopped. It was her watercolor. Her delicate, fragile creation. The one she’d painstakingly crafted after her grandmother's passing, the one she'd only ever shown her closest friends.

Her hands started to tremble, and she felt a tightness in her chest. She scrolled down, seeing the starting bid, the descriptions that had nothing to do with her heart's work. It felt violating, like someone had stolen a piece of her soul. She clenched her jaw.

She could email the auction house, demand it be taken down. But as she reread the description again, she understood it. The seller was poor and struggling, and clearly saw the potential for a small amount of money. Sighing, she closed her laptop and walked over to her desk, the urge to contact them gone.

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