The problem with asking for a raise is it usually needs to be approved by a separate HR/payroll department. I can't even really think of a time where someone that I know got a sizable raise without either taking on more responsibility (ie: promotion) or using an offer as leverage.
The sad reality is most companies would rather waste thousands of dollars recruiting, hiring, and training new employees instead of giving that money to the employee they are replacing.