How do law enforcers keep from killing?

When people are arrested for raping, killing, kidnapping, or violations of espically children, how do the police keep control? I still believe those who violate others should be taken and stoned as in the old Testoment. Why should they not suffer in the worst way. How do public service people control their anger?