The Death Penalty is a consequence. End of story.
Those that commit murder and rape and such forfeit their lives as a matter of fact, not as an emotional vengence or anything else, their life is not worth anything, so it is ended. Done.
The fact is, that by exacting the highest penalty for the taking of human life we are affirming the highest value of human life.