Once the sweet potatoes are tender, drain the water and transfer them to a large mixing bowl. Use a potato masher or fork to mash the sweet potatoes until smooth. Add in the softened butter, brown sugar, maple syrup, cinnamon, nutmeg, vanilla extract, and a pinch of salt and pepper. Mix until everything is beautifully blended.