Gold particles are notorious for sticking to tube walls, especially plastic. You say your gold particles are "not capped" but they must be capped with something, else they'd just clump together even without centrifugation. Have you tried any stabilizers, like citrate?
You may also try glass centrifuge tubes, since adsorption of gold to glass is weaker than to most plastics, as I understand.