that probably means you shorted the circuit.
i dont have any experience working on led faders, but maybe you soldered the + onto a circuit with direct power supply from the battery. hence, the power button not turning the leds off.
try studying back the diagrams n details. i tend to overlook little details. i know, big effing mistake. haha