I find it a bit odd that it defaults to being high. I'm not sure if it's just floating up or whether this is intentional.
It it's floating, then a resistor ought to pull it down. I can't see that it will make the relay work backwards in any case.
I also use a separate PSU for the logic 5V, not from the computer.