What you probably saw was an aircraft coming straight on with its lights on that was quite far away. then it turned them off, I have seen this happen on many occasions.
It can take the aircraft upto ten minutes to come close enough to see its lights or hear it.
Did you use bino's to look for it after the light went out?
It always pays to carry a pair of binoculars

I hope this helps

Ron