Hi JdotFite, You don't need a voltage regulator,let the LEDs & resistors do
it for you.Ideally 4 leds & a 180Ω resistor will run continuously,without even
getting warm.Since you've allready built your unit,it would be a shame to take it apart (LEDs dont like to be de-soldered) the best way would be to replace the resistors,to calculate the value, check the resistance of a LED,
and add 180Ω you will now have group of 3 leds & a suitable resistor in series.
good luck Terry