Any horse riders here? Packing is frustrating

Right now I am packing with a moreme, using the regular harness (the elastic with clear elastic front) in a jockstrap and it just moves around a lot! I get super conscious that people think I've got a boner while I'm riding but it's literally just the packer shifting as I trot. Anyone have the same issue or solved it?