SuperTarget will be closer - it is the first traffic signal after you get onto 192 off of 535. There is actually an entrance before that but if it is dark when you are going, it may be easier to turn at the light.
Of course, if you just need groceries and a cooler, Publix is just across the street from the Amerisuites as Calypso Cay.