Mix cake mix, butter, water and 1 egg. Batter will be stiff. Pat into prepared baking dish.
Mix cream cheese with remaining eggs, adding one at a time. Beat well after each egg. Add powdered sugar and vanilla. Pour over the batter and bake until top is lightly browned. Cool and cut into small squares.