Yes it is possible to take too many at one time, I think in general what would happen would be a bit of digestive system upset.
It is mostly because they do have different properties, like being 'water-loving' and would draw excess water into the digestive tract.
Arginine in massive quantities is known to cause explosive diarrhoea.