No. Pennsylvania only requires filing if you owe or paid $1 or more in state income tax.
Since you had no income, even if the domicile is permanently changed, there would not be a filing requirement. College students in Pennsylvania to go to school are not considered to have established permanent residence.
Check the PA Personal Income Tax Guide – Brief Overview and Filing Requirements for Pennsylvania Personal Inco....
