Well, I had some leftover LEDs and 220 Ohm resistors from a Pi project, and I tried them, and they worked! The picture shows the "underglow". The room is dark, so it's a little exaggerated, but with normal room lighting (which is on the lower side), I can definitely see it. I think a it might even be more better with a clear top.