Most Helpful Guy
No, you don't owe anyone an explanation. In fact, you're better off not trying to explain as they will never understand your point of view anyway.
It's best to simply say that it's over, you're done, and leave it at that.
Some people get all weirded out, will stalk you, turn crazy, etc. No, no explanation is required or desirable.