1 pound fresh asparagus (about 12 spears)
5 tablespoons extra-virgin olive oil (divided)
1 tablespoon fresh lemon juice (preferably Meyer)
1/2 teaspoon Dijon mustard
1/4 teaspoon Sugar
1/8 teaspoon Sea salt
  Freshly ground black pepper (to taste)