"Rolling Stone"s Will Hermes opined that "[a] quietly intoxicating electropulse drives the reluctant lover's confession in 'Little Bit' while Li memorably rhymes 'legs apart' with 'tainted heart.'" Credits adapted from the liner notes of "Youth Novels".