Rain lashed against the windows as Amelia retrieved the mail. Tucked amongst bills and flyers was a plain, cream-colored card, its envelope devoid of a return address. Inside, a simple "Happy Birthday" was scrawled. She didn't recognize the handwriting. A wave of warmth washed over her. Someone, somewhere, had remembered.

She took it inside and brewed herself a cup of tea, the steam fogging her glasses. Maybe it was a mistake, an accidental delivery. But a grin touched her lips as she considered the possibility of a secret admirer.

Amelia grabbed a marker and a piece of paper. She quickly scribbled a note back, "Thank you, friend!" and put it into the mailbox. She hoped the sender would see it.

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