Slice the yuzu fruit in half.
Place it in a cocktail shaker and press it with a wooden spoon to extract the oils and juice (this is muddling the fruit).
Add the gin, vanilla extract, simple syrup, and bitters. Add ice and shake for 15-20 seconds.
Strain the cocktail over fresh ice in an Old-Fashioned glass. Add club soda and stir. Drink!