Stepper Motor Vibrating, Nothing Seems to Fix

Are there driver/motor combinations which could run off 6AA's? I'm limited in what power source I can use for this, while the motors and drivers I use are flexible. The capacitor you mentioned was present on some of the wiring diagrams I could find online, but others didn't show it, so I was unsure whether it was fully necessary or just a nice-to-have.