No, the LED bulb will not light up. To light a
bulb, we need to supply it electrical power, like
the kind that an electrical wall outlet provides,
or electrochemical power, like the chemical
reaction that happens inside a battery. You might
be able to include lemon juice in a chemical
reaction, but by itself, it cannot react.