I noticed that those considered Highbloods all have a blue mix to them. (In the sense of red mixed with blue is purple, yellow mixed with blue is green and then just blue) Is it possible this can go with the saying "blue blooded" when referring to rich people?

Yes, that’s most likely the explanation.