Can you have an aunt who is much younger than you?

Of course, if your grandparents (or one of your grandparents) had a child later in life, after their child(your parent) had a child (you). But it is unlikely you would have a typical aunt-nephew/niece relationship, which is based largely on the elder offering wise advice and support.