You are married, not dead. Its completely normal to have dreams, even some romantic/sexual feelings towards another human being that is not our spouse. I don't think you should feel guilty. The only time I would say that, yes, you should feel guilty is when you cross the line to emotional and/or cheating with another person outside your marriage.
You are human.