Preheat your oven to 180℃ (160℃ for fan ovens). Line an 8x10-inch tin with baking paper.
In a large bowl, cream together the butter and sugar then stir in the vanilla extract.
Mix in the eggs and flour, a little bit at a time, until you have a smooth cake batter. Add the milk as needed to loosen the batter.
Divide the cake batter into two bowls. Stir the orange food colouring into one and the purple food colouring into the other.
Place spoonfuls of cake batter into your tin, alternating the colours as you go. Then use a toothpick to briefly swirl them together (but not too much).
Bake for 25-30 minutes until a toothpick comes out clean. Don't worry if the colours look a little faded- they'll still be super vibrant when you cut into the cake.
Let the cake cool in the tin for around 10 minutes then flip it out onto a wire rack and leave to cool completely.