Thank you for your response. However, it is not the labels attached to the biplot rays that are my issue. The problem is the labels at the multivariate mean. In the below example from the JMP website it is the vertical labels for 'setosa', 'versicolor', 'virginica' that I want to remove?
As is also the case in this example, they are nearly unreadable.