An adhesive application assembly is configured for use in a book binding station that includes a saddle for supporting a plurality of sheets. The adhesive application assembly includes an adhesive applicator, a movable support arm supporting the adhesive applicator, and a drive mechanism. The drive mechanism is coupled with the support arm and is configured to move the support arm and the adhesive applicator toward the saddle to apply adhesive to an outermost sheet on the saddle.