By the way, capacitor stores energy. DO NOT handle the connection if your supply was powered in the last few minutes. We are dealing with a failed equipment. Anything is possible. (since you don't seem to be families with electronic circuits)
Plus, the particular capacitor that's in the original power supply is an old PCB type. Do not touch if you see liquid leaking out.