Honestly, im not sure, but from what i understand a lot of it is the desire to do romantic actions with/towards the other person. Ive also heard a lot of people i know that feel romantic attraction say that they just know. So if you aren't sure, then that might be a sign that it isn't romantic.
However, i really have no idea, personally i just go with my gut on whether or not its romantic