There is absolutely no reason it has to be a normal distribution. But let's say you started with one for the sake of simplicity. You could shift the peak a very small amount left (with taxes) and use that money to bring the entire left edge up to the same standard of living. This would have next to no effect on the right edge, the ones succeeding spectacularly.

The distribution is already highly skewed anyway.