I'd feel worse about stealing from Walmart if they
A) paid their fair share on taxes
B) paid their employees a livable wage
C) didn't have their payroll costs subsidized by government assistance (that, per point A they aren't doing their part to fund)
D) didn't get paid even more money by the government when their employees use that same government assistance to buy groceries at their store