Once you've obtained the Explorer Kit, the Underground Man asks you to do a test which you can choose whether or not to do. If you agree to his tests that he gives you then you must go into the Sinnoh Underground and complete one of them. Upon completion of one of the tests he will give you a reward. The Underground give you these tests and corresponding rewards: