I see that the motor wants 3V at a max of 2 amps but the Shield doesn't want a voltage that low to drive it. Is there a different shield that I could use.
If you are using the 125oz/in stepper from Sparkfun, the wiring shown in the OP's image is not correct. I learned this the hard way and fried my bigeasydriver board.