Should I be considering private colleges as a member of the middle class?

Did you run net price calculators with both you and sister = 2 in college?

You can try and see if you get merit from schools that offer it and your scores may qualify you or you are at the top of applicant pool.

But also apply to schools that your parents can definitely afford and schools with guaranteed merit for your stats that leave an affordable net price.