The clatter of pots and pans, the sizzle of onions browning – those were the sounds of his childhood for George. His mother ran a restaurant. Now, his daughter, Maya, was taking over the kitchen, experimenting with flavors, developing her own dishes, and even starting a blog. He remembered the long hours his mother worked, the sacrifices she made. He knew the pressure, the joy, the exhaustion. He found himself spending more time in the kitchen with Maya, offering advice, helping her wash dishes, and tasting her creations. He felt a profound sense of pride, laced with something else he couldn't quite name.

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