Rain lashed against the windows as Amelia sat on her mother's bed, the list trembling in her hands. “Visit the Taj Mahal.” Her breath hitched. Mom had always dreamt of traveling. The list felt like a final, unfulfilled promise.

Amelia’s chest tightened. She reached for her phone. She started researching travel packages to India, her fingers flying across the screen. She booked a trip. She would go, even though it meant facing the grief head-on. She would carry her mother's memory there.

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