A vanilla cupcake is a soft, moist, and sweet baked treat, typically made with a combination of basic ingredients like flour, sugar, butter, eggs, vanilla extract, and milk. The vanilla flavor comes primarily from the extract, giving it a warm, aromatic sweetness that's both comforting and simple.