If you have already tried the LCD then I'm assuming you checked to see if there is an onboard resistor for the backlight LED.
With those type of trimmers, I gently bend them over the opposite way, so that they part hang of the board and are accessible when the backpack is on the LCD. It's a lot easier to adjust the contrast whilst the LCD is connected and on. Just keep turning until you get characters.