Filling up gas tank in rain

When your gas level drops, fill up the tank, regardless of weather. All self service outlet have roofs over the pumps. Even if the did not, only a few drops would get into the tank, and they would be absorbed by the small amounts of gasline alcohol the refiners put in the gas.

So, stop worrying; your biggest worry should be running out of gas, and damaging the fuel pump.