I don`t think you need to make up a special reason. You just should be honest and say that you don`t enjoy doing your job since it takes too much of your time.

I see. Thank you.

Just approach him/her after class and tell him/her that you don't want to be the class monitor anymore. :) if he/she asks why, tell him/her your reason.