A new and distinct cultivar of Phlox plant named `Junior Bouquet`, characterized by its upright and compact plant habit; freely basally branching habit and short internodes; dense and bushy growth habit; attractive dark pink-colored flowers with red purple-colored centers; freely and continuous flowering habit; resistance to Powdery Mildew; and good garden performance.