The sunlight streamed in, illuminating the dusty corner of the attic. Amelia stumbled upon a small, leather-bound book while clearing out boxes. Inside, she found meticulous records of her husband, John’s, investments. Investments she knew nothing about.

A deep sense of tenderness washed over her. He had always been so steady, so reliable. All those years, he was ensuring their family would always have a safety net.

She thought of all the times she’d nagged him about his frugality. The times she'd urged him to spend more. She should have trusted him, his wisdom, his steady hand. She picked up the phone to arrange a surprise vacation for them both.

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