The built-in electrodes never work for me either, and I don't think I have dry skin problems. But depending on the manufacturer, it will sometimes pick up a chest strap, if you have one of those.
I think it would have picked up a chest strap, but I don't have one. I wonder what the secret to triggering the built-in electrodes is...