The pair's romance appeared to end following revelations the catwalk star snorted cocaine during a recording session with Doherty's band Babyshambles.
But the 26-year-old singer claims Moss contacted him while he was being held in prison awaiting a hearing on drug possession charges, because she had heard rumours he overdosed while in prison on remand.
Doherty, who was released on a community order on Thursday (8FEB06), says, "She was in a bit of a state and needed to know I was OK.
"She managed to get a message to me saying how much she loves and cares for me. It really lifted my spirits while I was inside.
"When I was inside she was all I could think about.
"There was a point when we didn't talk. But as far as I'm concerned we never broke up.
"I just never accepted it was over between us and I don't think she did either".