Preheat oven to 350 degrees. Lightly grease and flour a 13-x-9-x-2-inch pan; set aside.
In a large bowl, combine dry cake mix, water, lemon extract, gelatin mix, oil and eggs; beat with an electric mixer for at least 3 minutes. Spread batter in prepared pan.
Bake for approximately 35 minutes.