Place the Velveeta cheese, evaporated milk, jalapeño juice, granulated sugar, garlic powder, and cayenne pepper in a medium saucepan and heat over medium low heat.
Stir continuously until the cheese is fully melted. Carefully taste the cheese dip and add more cayenne pepper or jalapeno brine to taste.
Serve hot with tortilla chips or fries.
