An eyewitness told Radar Online that the couple "were very affectionate with each other. They were kissing on and off and they just sat together and talked and looked totally in love".
"Jelena" were rumoured to be on a couples' holiday with the other biggest pop music pairing of the moment, Taylor Swift and One Direction's Harry Styles, who were also photographed at the Canyons Resort at the weekend.
Taylor and her boy band beau were reportedly spending time with her brother Austin, The Mirror reports. Wonder if a Bieber-Gomez-Swift-Styles double date occurred in secret?
What's even more tantalising for "Haylor" fans is that the power couple may be landing on Australian soil as we speak.
The 'I Knew You Were Trouble' singer recently told Country Weekly that she'll be in Australia for Christmas.
"It's gonna be nonstop sun," Taylor said. "So it will be weird to have a tan around Christmas but I'm really excited about it."
However, a source told The Mirror that Harry will spend Christmas in Britain.
"Taylor already had the commitment to go to Australia and Harry's family were really keen to see him over the holidays," the source said.
"But they’re already planning their next meet up Taylor has suggested to Harry that he flies out to Australia to meet up with her there."
If you happen to have a "Haylor" sighting this Christmas, email us at email@example.com.