My old Honda did pretty much the exact same thing you described to me and it was my fuel pump...take it to a mechanic and ask them to test the electrical and to take a look at the fuel pump.

Not sure if the car is still under warranty but you're look at least $250 for the pump (Chrysler Parts Direct), plus labor.