The silence in the house was almost suffocating. John moved boxes into the spare room, his footsteps echoing on the hardwood floors. His father, Robert, sat in the living room, staring out the window, his shoulders slumped. John saw the disappointment etched on Robert’s face and winced. He knew he had let his father down.

He walked over to his father and sat down beside him. "Everything alright, Dad?" he asked quietly. Robert turned, his eyes filled with a mixture of sadness and resignation. John felt a deep ache within him, a desire to ease his father’s pain.

Later, he found Robert in the kitchen, making dinner. John offered to help, and they worked side by side in companionable silence. As they ate, John listened to his father recount stories of old, of a past that seemed impossible. He understood, then, why he had left the city, and why he had to come home.

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