clicking

I've done quite a bit of research on this and haven't come up with much. TLDR: Bike starts but cuts out as soon as I apply throttle. If the gas tank is full to the top, the bike works fine. Brand new fuel pump (that is clicking very loudly). Should I buy a fuel pump relay or just investigate...