I love lemon's brightness and slight tang. By adding just a little, you are creating a layer of flavor that most tasters won't perceive directly, they'll just note something richer than plain cake.
Here's one more secret little tip: lemon zest absolutely livens up a box of cake mix!
Related: In Praise of Lemon Zest
(Image: Leela Cyd Ross)