If you get one of the early detection HPTs, they'll tell you the accuracy rate for every day as you get closer to AF. I think at 5 days before, it's something like 70%, and then goes up every day from there, until the day you expect AF, at which point it's about 99% accurate.

So yes, if you test early, you could very likely have a false negative.

All the best!