A new and distinct cultivar of Lantana plant named ‘Sunny Side Up’, characterized by its low growing, spreading growth habit leathery, scabrous dark green foliage continuous flowering and yellow flower buds that open to yellow with a darker golden-yellow center and age to white with a yellow center.