This could be a interpreted as a flashback to their wedding, fond memories of being together. But it could also be the possibility of being united after death, in heaven, surrounded by joy. When Sam asks “Can I lay by your side?” he wants to join his lover in death so they can finally be together again.
He doesn’t want to be here, alive, on earth, if he can’t be with the man he loves.