Increasing W4 allowance will INCREASE the net pay in your paycheck and DECREASE your total tax burden.
The number of withholding that one can claim depend on one's status. The bigger the number of the withholding claimed, the higher will be one's net pay and the lower will be the amount of tax which one has to pay.
