The inheritance reading was almost over. "To you, Thomas, the antique car collection." Thomas's face lit up. "And to you, Eliza, the family's extensive library." Eliza felt a familiar tightening in her chest. She had always loved the cars, but she knew that they were her brother's passion.

Thomas, oblivious to her internal struggle, was already talking about restoring a vintage convertible. She remembered the nights spent with him as a child, playing with toy cars. She felt a surge of affection for him.

She resolved to help him, to offer whatever assistance she could. When Thomas called her the next day, asking for help with a particularly difficult restoration, she did not hesitate.

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