Ed, I'm guessing you aren't beating your eggs fast enough. I make a Lamington receipe that calls for the same thing and I typically make sure everything is at room temp first. Then I beat the eggs at my Kitchenaids max speed and then slowly add the sugar. Also, make sure you're not adding any type of fat until after you've reached the desired thickness.
I need a non-stick pan, any brand recommendations?