Turns out the game had been left on for a little while before I initiated the save. This made the console do a sort of power save, disconnecting the controller in the process. In order to fix it you have to reconnect the controller (think power it back on if you were on an actual wii). To reconnect it in dolphin, alt + f5.
Credit to mrBlaQ on irc. Thanks.