Contrary to recent rumor reports, it looks like love is still in the air for Blake Lively and husband Ryan Reynolds.

In February, Star magazine claimed that the pair were spending time apart because of Reynolds' work schedule and his wife appeared to be suffering from "separation anxiety," as she was displeased with his co-star Sienna Miller being an "admitted cheater." According the their source, "Blake [was] petrified that Ryan'll be tempted to stray."

Nevertheless, E! News reported that the two lovebirds recently enjoyed a half-hour lunch together after Reynolds surprised his wife and came to visit her on the set of her new romantic drama, The Age of Adaline, her first project since finishing her run on Gossip Girl two years ago. Despite the rumors of them heading towards splitsville, they appeared to be smitten with each other as the moseyed to lunch, and she nestled herself under his arm for warmth.

Lively recently gushed to Elle about how nice it was to have some free time after the long hours she used to put in on her hit CW show.

"Having a personal life has been really nice...I'd been on Gossip Girl 10 months a year for six years, shooting 15-hour days, so I hadn't had time to just be since I graduated from high school...It's been nice to kind of settle into my own skin and work on things I really love," she said.

The Age of Adaline opens in 2015.

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Blake Lively, Ryan Reynolds