Find a relay with 3 output terminals: NC, COM and NO.
COM is the common pin between the other two. One wire goes to that.
NC stands for "normally closed". That is, when the relay is off, this contact is "closed" which connects it to COM. Your other wire goes to that. Now the current will flow when the relay is NOT energised.