This is very problematic money and emotions, i sometimes feel the same way, altough i am much more used to living without money (mostly by lack of it), when there is some amount or alot, it may be badly spent, at least a percent of it, due to this rush or anxienty.
We need to slowly educate ourselves and then society will shape itself based on money, or lack of it.
This impulses and anxiety are consequences of our capitalist world, that makes us crave for products we don't want or need, just like fiat money itself ;)
So i think it happens wether you have plenty or little.