It sure will! Just use a fast-draining potting soil, such as cactus mix, or African violet mix, give it some morning sun, and feed it lightly and frequently. It's a good idea to keep an RTU of your favorite mildew spray on hand, too, just in case.
I probably won't get much taller, or get bigger flowers, but you should get a thicker, wider plant with a lot more blooms.

Kevin : )