The most reasonable explanation for James's observations is:
Thin wires do not allow as much electricity to flow as thicker wires.
Thicker wires have a lower resistance compared to thinner wires, which allows more current to flow through the circuit. This increased current is what causes the light bulb to illuminate more brightly.