At the end of the day you have to do what you enjoy and at least you gave it some time to see if you’d like it. Sometimes things just aren’t what we expected and only way to know is by testing it out. The guilt is understandable but they will understand, you have to think about you. Next step would be possibly asking about transferring to another unit you’d prefer to be.