In a large bowl combine, the white granulated sugar with the peanut butter, 1 egg, and the vanilla extract.
Mix everything well together until the mixture forms a cookie dough like texture.
Then using an either an ice cream scoop or a large scoop, scoop out about a large Tbsp of the dough onto your hands.
Then roll out the dough using your hands until it turns into a ball.
Place each piece onto a baking tray lined with parchment paper.
Now using a fork, press down on the dough both horizontally and vertically to form lines on the dough.
Bake the cookies in a preheated oven at 325°F for about 20 minutes.