Set oven to 375F.
Grease a 9-inch springform cake pan.
In a medium bowl, beat the egg yolks, warm water, sugar, and vanilla sugar until the mixture is thick and light yellow. Set aside.
In a medium bowl, beat the egg whites until stiff peaks form. Beat in the rum flavouring.
In a small bowl, sift together the flour, corn starch, cocoa powder, and baking powder.
Alternating with the egg whites, gently fold the flour mixture into the egg yolk mixture until well combined.
Spread evenly in the prepared cake pan.
Bake for 25-30 minutes, or until a wooden toothpick inserted into the centre comes out clean. Let cool. Once cool, remove cake from pan and slice horizontally to create two cake layers.