A new and distinct Phalaenopsis plant named ‘Elastic Love’ particularly characterized by flowers which are red/purple with a darker red/purple labellum plants which may be propagated economically and uniformly using tissue culture plants which produce more than one inflorescence long and sturdy inflorescences and relatively short, dark-green foliage.