The official video, directed by , stars several prominent figures from Icelandic pop culture:
Watch the official music video for GusGus and John Grant's collaboration below: YouTube• Aug 22, 2022 Hold Me In Your Arms Again - GusGus - Spotify
Biggi Veira noted that the video’s casting was intended to reflect themes of reuniting with self-love and celebrating the queer community. Track Versions The Bolero EP includes various iterations of the track:
, a deep-house style remix.
It features Iceland’s first reality TV stars— Patti Jaime, Bassi Maraj, and The Twins (Gunnar Skírnir and Sæmundur Brynjólfsson)—from the popular show Æði .