Starting today, you might see a birthday cake on the never-ending road. Don't jump over those, though. Allow yourself to be touched by the dessert and witness your T-Rex grow a birthday hat.

Sheet cakes, which can be made in the giant 18-by-26-inch pans used in commercial kitchens, or in half- or quarter-sheets at home, have long been viewed as easy-lift treats meant to feed the ...