I wouldn't recommend lying (or imagine you'd ever have to). If anyone asks, just be honest about your current and preferred locations.

There's nothing weird about signalling that you'd prefer to live/work somewhere else. ("I'm currently still in St. Louis, but want to field offers in New York," seems like a perfectly reasonable explanation to me.)