I, personally (for example), would not generally assume neuroticism is associated with risk-aversion. In my experience risk aversion (or tolerance) tends to be completely decoupled from other traits.
I’m not saying you’re wrong, and it would equally be a fallacy to believe my anecdotal experience is anything more than an anecdote, but just be careful jumping to conclusions.