Under an ideal, efficient free market, profit exists to be squeezed out of existence. Profit incentivizes more supply, so that existing producers have their profit margin squeezed to zero.
The mentality that you seem to have is more like a moral justification, or excuse, for profit. "X took risks, and got rewards, and it is therefore good and right", to paraphrase. But there's no direct causation between taking a risk and getting a reward; in fact many rewards come from being well connected, having the right background, skin colour, social bearing and milieu, and many other structural advantages, and taking risks without these advantages leads to big fat losses.
Reducing the justification for profit to risk is a massive apology for the inequality in society which stems from far more than mere intolerance for risk. I don't think there's much difference in risk tolerance of young men right across the income distribution spectrum; you see it in boy racers, in the jousting on a Saturday night, in thrill seekers, in criminals, in all sorts. But only a few have the privileged position to be able to put significant capital at risk for reward, rather than their own bodies. Saying that it's justified that people profit from this, because of "risk", is just wrong, it's blinkered in a way which benefits the luckiest in our society.