Yeah, it's called a "one time password" because you only use that unique password once. It's not good for a second time. The next time, you need to push the button again to generate a new single use password. Being able to use the same password every time would defeat the entire purpose of the function, which is increased security such that if someone gets your password they still can't log in without also having access to whatever device generates your one time passwords.