When you are at the maximum carrying capacity for your weapons, pick up another one to get a "Charged!" bonus, which is worth fifteen experience points. Collect as many weapons as possible to earn that bonus, which will also gives your opponents less of a chance to harm you. Weapons will automatically recharge to their default amounts after you complete a lap.