A new and distinct Echinacea plant named ‘Secret Glow’ characterized by enlarged disc florets forming an anemone-type inflorescence, yellow orange ray florets and light orange disc florets, a medium sized, mounding habit with excellent stem count and good branching, and excellent vigor