Photos of Jay emerged online after eagle-eyed fans spotted the singer at the airport, with many fans amused at the rare sight of the multi-hyphenate pushing his own luggage cart upon arrival. The 38-year-old usually has an entourage with him when he travels for work, and his luggage is often handled by his assistants.
Hannah is reported to have revealed her plans to visit her family in Australia prior to making the trip, and the pair is believed to be spending Valentine's Day there.
She was previously rumoured to be pregnant with her second child, but has not denied nor confirmed the rumours.
Jay and Hannah tied the knot in January 2015 and welcomed baby Hathaway in July of the same year.