Both The Jonas Brothers star and the Game of Thrones actress captioned the same picture of them standing on a bridge over the River Seine with the landmark in the distance with the French flag, "me" and the smirking face emoji.
Sophie recently celebrated her bachelorette party with a multi-stop vacation in Europe.
The X-Men: Dark Phoenix actress married the 29-year-old hunk in a secret Las Vegas ceremony last month but ahead of their formal wedding in France, she jetted off on holiday with a group of female friends, including her GoT co-star Maisie Williams, for a fun-filled vacation.
The group flew by private jet to Benidorm, Spain, and while on the flight, they tucked into takeaway from McDonalds.
Sophie's friend Blair Croce shared a photo from the plane and captioned it: "We can't have nice things. The entire plane spilled their McDonald's & drinks on take off. Bless that flight attendant's heart."
She also shared a photo of the group donning colourful wigs for a night out.
And the group have also visited Berlin, Germany, and are currently in Prague in the Czech Republic.
A source said: "Sophie has been wearing a Bride-to-Be sash and is having the best time with her girls including Maisie Williams and Nadia Parkes.
"They are partying at night and sun tanning during the day. Everything is very coordinated with matching outfits and colorful wigs. They are going all out to make it fun for Sophie.
"The girls have been hitting up nightclubs and dancing up a storm both in the clubs and at their hotel near the coast.
"They spent one day recovering by the rooftop pool at the Soho House in Berlin. They all lounged in matching robes and enjoyed drinks at sunset.
"Now they are in Prague walking around the beautiful city and admiring all the old architecture.
"It's a fun group of girls and Sophie is having a great time just being with her best friends in so many different places. They are really bonding and making it a memorable few days she won't forget."