I'm w/rumrunn. Use motor oil for now if that's all that's available. Pick up some bicycle-specific lube when you have the opportunity.

FWIW, I usually apply oil, run the chain backwards a bit, maybe let it sit a bit, then wipe off as much as I can from the outside of the chain. Enough will generally stay behind to protect from rust.