Bigger loads represent lower electrical resistance and/or higher power dissipation which assuming a constant voltage source means higher current. That is convention. When someone says "load up a circuit" they don't mean disconnect the circuit , i.e. increase resistance and lower current, they mean increase the conductance, i.e. lower the resistance and increase current.
The load of a circuit is inversely proportional to current flow as bigger loads lower the current in a circuit.