At the end of your flight the plane is at its lightest because of the fuel burn. If the plane has to go around then (take off), the take off/climb characteristics are to be different. It will climb better.
I agree it was probably another plane or vehicle that hadn't completely cleared the runway. Either the pilot or ATC can call it.