Ironic, I guess, that THE Pennsylvania State University is not a “Pennsylvania state university.”
I think you mean University of Pennsylvania is not a state school. Penn State is a state school.
The problem is that most of these “Pennsylvania state universities” really should be called “Pennsylvania state colleges”, and were state teachers’ colleges at one time.
Too many “colleges” now use “university” to inflate their reputation.