I googled it, and found something.
Vapor lock makes the most sense, from the sounds of it. The answerer recommends using fuel cleaner in the gas tank. You can buy it for under ten bucks at the gas station.
When I use fuel cleaner, my dad always tells me to get my tank as empty as possible, put the cleaner in, and then top off the tank. :)