This should be in a dropdown above the two text boxes that display the certificate (immediately after you create it, before hitting Close).
You should see a page like this (note, I deleting this certificate immediately after I took this screenshot, in general the certificate should not be shared aside from your webserver). See the instructions across the top of the page for how to copy.