Wait, are you saying you never even filed anything? All Delaware residents are required to file annual city income tax returns, even if no tax is due. This includes anyone temporarily living away from home such as college students, teachers, etc.
They probably checked the records for everyone claiming to be a resident and realized there was no claim filed to your name.