The email arrived like a punch to the gut. The blog post. Her diary, digitized and exposed. Emily’s breath hitched, and her hands began to tremble. Her initial reaction was to scream, to lash out. Then, she saw the comments. Cruel, impersonal judgments. The girl she’d been, vulnerable, seeking understanding, was now a public spectacle. Her heart clenched, a physical sensation. She closed her eyes, remembering all the people who were kind to her when she was a child. She opened the comments and wrote, “I hope you all find someone to treat you with tenderness.”

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