In the bowl of a stand mixer, cream together the shortening and brown sugar until light and fluffy. Add one egg at a time, mixing between each addition. Beat in the honey and the lemon extract.
Combine the remaining ingredients in a separate bowl and mix together with a whisk. Gradually add the dry ingredients to the creamed mixture and mix well.
Dump the dough onto the countertop and divide into two sections. Shape each section into a log about 12 inches long. Wrap each log in plastic wrap and refrigerate for at least 2 hours or up to 2 days.
Unwrap the first log and, using a cookie scoop, scoop out balls of cookie dough and place on a lined cookie sheet about ½ inch apart. Keep the second log in the refrigerator until ready to bake.
Bake at 325° for 11 to 13 minutes or until lightly browned on the edges. Do not over-bake. Let cool on the baking sheet for 2 to 3 minutes and then remove to a wire cooling rack until completely cool.