For the cake batter, in a large bowl with an electric mixer, beat the butter, granulated sugar and brown sugar until light and fluffy, 1-2 minutes. Scrape down the sides of the bowl.
For the cream cheese layer, in a medium bowl with an electric mixer, beat softened cream cheese, the 1/2 cup reserved cake batter, granulated sugar and vanilla extract until smooth and creamy.