Seal lip toward oil, <- ]
So that any internal oil force toward will tend to spread the lips to the sealing surface of the shaft. If the oil force hits on the tapered side of the seal it would tend to 'crush' it outward away from the sealing surface of the shaft and open up letting the oil flow past.