The lawyer finished reading the will. "To you, Olivia, the family's farm and all its assets." Her brother, Ethan, was to inherit the money and property. Olivia glanced at Ethan, his expression unreadable.

The farm had been in their family for generations, and the thought of maintaining it felt daunting. Ethan had never expressed an interest in farming. However, as she listened to the lawyer, Olivia noticed the subtle shift in his expression.

Later, she found Ethan staring out at the fields, a wistful look in his eyes. He said quietly, "I suppose I'll need to learn a thing or two." She knew then that she could never let him face this alone.

Emotion: compassionate

Cluster: Compassion / Love
PC1 (Valence): 3.19 Positive
PC2 (Disposition): 1.62

Role in Research

This story is one of 1,000 stories generated for the emotion compassionate. 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 compassionate stories, after denoising with neutral dialogue baselines, produces the compassionate emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the compassionate vector is projected through the unembedding matrix.

Promoted:
la0.811
B0.618
H0.550
sympat0.422
latter0.422
Suppressed:
此刻-0.519
не-0.514
-0.446
désormais-0.446
仿佛-0.444