Pour sugar into a shallow dish. Run a slice of lemon around the top of a martini glass. Dip the rim of the glass into the sugar. Set aside.
Combine vodka, lavender syrup, lemon juice, orange liqueur, and lavender bitters in a cocktail shaker filled with ice.
Shake well and strain into your prepared glass.