The vibrant colors of the market flooded the senses. Jasmine watched as Omar, her husband, carefully examined a stall filled with spices. He was speaking Arabic, her native language, stumbling over the words.

She had been raised in the marketplace, she knew how it felt. Her heart twisted. She saw the effort, the determination, the struggle. He was trying to connect to her world. It had the same weight as her own.

Instead of approaching him, she stayed back. She found his favorite sweet, a small gesture of encouragement. She watched him, appreciating the effort he was putting in. She had no need to speak.

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