Celebrity Meet Mr. and Mrs. Theroux! See Jen and Justin Jet Off to Bora Bora for Their Honeymoon The newlyweds were spotted boarding a private plane the day after their surprise wedding By Michelle Tauber Michelle Tauber Twitter Michelle Tauber is the Senior Editor overseeing Royals coverage at PEOPLE People Editorial Guidelines Published on August 6, 2015 03:40 PM Share Tweet Pin Email Trending Videos Photo: AKM-GSI Bring on the honeymoon! Jennifer Aniston and Justin Theroux took off on Thursday for their post-wedding getaway to Bora Bora. The newlyweds, who tied the knot on Wednesday in a romantic backyard ceremony that surprised even their own guests, were spotted boarding a private plane out of Los Angeles the next day. Aniston, 46, wore a tropics-ready wide-brimmed floppy hat, sleeveless (of course!) striped tank and dark jeans. Theroux, 43, sported a fedora and one of his go-to looks, a plain white T-shirt. A source tells PEOPLE that the newlyweds invited several friends along for the trip because they want the celebration to last as long as possible. Chelsea Handler saw the couple off at the airport, but did not join the honeymoon. The couple have been known to favor sunny getaways. Aside from a previous visit to Bora Bora, they’ve also jetted off to Cabo San Lucas, Mexico, where Theroux famously showed off his sexy six-pack.