An eye for an eye?

I'm always perplexed when I read about religious people advocating the death penalty for murder, on the basis of Biblical or other Holy book justice.  I saw an article recently which addressed this in a rather interesting way - Would those same people who advocated death for murder feel the same way about the State blackmailing those who blackmail, or raping those who rape?  I sincerely hope not.