In a small saucepan, combine the honey, sugar, and butter. Heat gently until melted and combined, stirring constantly.
Remove from heat and quickly whisk in the egg yolks while the mixture is still warm but not hot.
Add the baking soda, which will foam slightly and lighten the mixture.
In a separate bowl, whisk together the flour, cinnamon, salt, and optional clove. Slowly mix it into the wet ingredients to form a soft, sticky dough.
Divide the dough into 4–5 equal balls, cover, and chill for 15–20 minutes.