like i said, if the innards of the pump are dry, it simply won't suck, gear pumps don't pump when dry, they need priming. pour some fuel down the pipe into it, it will only take a tiny amount, like a few cc's of fuel.
i can't remember if the filter is a spin on mounted vertically, but if it is, you can fill it up too, it will help to get the pump filled quicker