Rain lashed against the windows, mirroring the tempest in David’s gut. He stood in the doorway, suitcase at his feet, watching his father, Henry, meticulously sweep the already spotless kitchen floor. Henry’s shoulders were hunched, his movements slow, his usual booming laugh absent. David felt something tighten inside him, a protective instinct he hadn't known he possessed. "Dad," he said quietly, "Let me help."

Henry glanced up, his eyes meeting David's for a fleeting moment before returning to his task. "Just a bit of mud tracked in," he mumbled, his voice raspy. David knelt, picked up the broom, and began sweeping in silence, matching his father’s pace. The air crackled with unspoken grief. He felt the weight of his father’s burdens, the loss that hung heavy in the air.

Later, David found himself sitting at the kitchen table, a half-finished mug of tea warming his hands. He watched his father, now seated across from him, staring out the window at the rain. He felt a soft, aching tenderness toward the man, a profound understanding of his pain. He reached out, his hand hovering near his father's, and then gently squeezed his shoulder.

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