You don't need the help of a native speaker. You need a dictionary. Anyhow, the person has done something that he regrets (and is sorry for) and is asking the other person to please not hold it against him. Example:
Ron: I didn't mean to hurt your feelings. Would you please forgive me?
Andrea: I forgive you, Ron. I know you're not like that.