Divide the club soda equally among two short rocks glasses.
Fill a cocktail shaker with ice.
Combine the gin, simple syrup, lemon juice, and aquafaba in the cocktail shaker and shake for 1 minute to get the foamy texture. Strain into the cocktail glasses, garnish with rosemary, and serve.