The email notification pinged, its chime a death knell in Sarah’s ears. The company, her work-home, the place where she'd forged bonds and built her career, was being sold. Her heart ached for Emily, the young intern who was so excited about her future in the firm.

Sarah watched Emily walk past her office, the girl’s eyes bright with youthful optimism. Sarah called out to her, and once Emily entered her office, Sarah shut the door. "Emily," she said, her voice soft. "Come sit down." She offered her a box of tissues, knowing the future held potential upsets.

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