The laptop hummed quietly on the desk, the figures on the screen like a cold, hard truth. Years of quiet accumulation, a secret savings account hidden from her view. Amelia felt a profound sense of sadness. It was a burden she had never known existed.

She thought of the times her husband, Robert, had refused to take the lavish trips she had proposed. She remembered his recent irritability, the way he seemed distracted, and the times he had retreated to his study. The secret gave a meaning to those moments.

She went to the kitchen and opened the pantry, starting to prepare his favorite meal. As she measured the ingredients, the smell of spices filled the room. She wondered what she could do to help.

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