It wasn't until Stone was shot and his blood was on Robin's hands that she found out the truth. Robin herself subsequently learned that she was HIV-positive as well.
Stone went blind from his illness, and at the very end, he asked Robin to stand in the window light. He was then able to see her once more before he died.
Despite Robin's new life and great love for husband Patrick, Stone Cates will always live in Robin's heart.