"Lets take away the punishment for adultery and suppose we are living in a Western country where adultery is not considered a sin"

It's breaking one of the 10 Commandments! Some people may not consider it a sin, but it IS considered a sin by those Churchgoing people in ANY part of the world who follow the 10 Commandments as part of the doctrine of their religion.