I take clonidine and norvasc (amlodipine). When raising my arms over my head I get weak, head pain, weakness. Why?

Blood pressure. Multiple possibilities most related to cerebral perfusion. Should discuss with your doctor(s) to see if they believe any changes in therapy are indicated.