"The Secret of Us (Deluxe)" has received critical acclaim for its raw emotion, introspective lyrics, and Abrams' distinctive vocal delivery. The album has been praised for its vulnerability and relatability, with many listeners connecting with Abrams' honest portrayal of love, heartbreak, and self-discovery.