Place the butter, spices and bay leaf in a saucepan over a low heat. Once the butter has melted stir in the shrimps and season with sea salt and freshly ground black pepper.
Allow to cool, and then pour into four ramekins. Place the ramekins in a fridge, and cover with cling film. They will take about an hour to set.