The plotter in RM is constantly evolving. I came across a cool idea you should implement in the scatter matrix diagonal. Instead of plotting the obviously correlated y=x plot you can plot the histogram of each attribute on the diagonal.
This image explains it:
It would be a better way to use the plot space.