Counterfeiting a two dollar note (if it wasn't legit currency) would be about as stupid as Counterfeiting a three or four dollar bill!
How f-ing stupid would a counterfeiter have to be to Counterfeit a NON-EXISTENT bill? (That's at LEAST two completely stupid people right there, the cashier, AND the cop.)