As long as you are on active duty, you file your state taxes in your HOR/SLR - regardless of where you are stationed.
Your SLR remains the same as when you entered service unless you formally change it with your military payroll office.
You would only file in a non-resident state if you had non-military income from that state.
**Answers are correct to the best of my ability but do not constitute tax or legal advice.