The clatter of pots and pans usually signaled a chaotic breakfast, but this morning, the sounds were different. Sara followed the noise to the kitchen and saw Ben, carefully following a recipe book. The text was in her native tongue. A smile spread across her face.

He turned, a grin widening on his face as he clumsily flipped a pancake. She knew how much it meant for him to express affection through food, and how much he valued her culture. She helped him flip the next pancake. “Thank you,” she said softly, watching him.

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