How do you forgive someone who hasn't done anything wrong?
Sirius will still kiss Remus, but it won't taste like him, but a random girl a member of the Black family was with, because it runs in the family and it's too late not to be in love.
Remus doesn't remember what it's not like, but this is the first time he's tasted someone else on his boyfriend's lips.