Zero Federal Withheld with Zero Allowances

My wife works at the hospital and Box 2 has no amount.   Her W4 says zero allowance on their payroll site.   Her income was about 40K.     

 

Ive never filled out anyone's taxes with no allowance, please enlighten me.