Fans of "Larry Stylinson" will melt when they see these photos: One Direction bandmates Harry Styles and Louis Tomlinson were caught traveling together for the first time in three years. Is Eleanor Calder jealous?

According to Yahoo! UK, Harry Styles and Louis Tomlinson had been enjoying some quiet time in Los Angeles together following Harry's 21st birthday party on Saturday, and Thursday night they were both spotted jetting out from LAX to Australia ahead of One Direction's opening night for their On The Road Again tour on Saturday. This is the first time they've been seen traveling together since 2012.

The rest of One Direction had left separately: Zayn Malik left London earlier Thursday and Liam Payne and Niall Horan are already in Australia with the band's support act, McBusted.

Louis Tomlinson is very stealthy when it comes to traveling - he's rarely spotted on the go and spent most of his time in Los Angeles without being seen.

But things changed Thursday: not only did he travel with Harry, but he also made his entrance to Australia very public, happily posing for pictures with fans as he and Harry Styles made their way through check in.

Harry Styles. Louis Tomlinson. Zayn Malik. An airport. OH it's a glorious time to be alive: https://t.co/hjN36EUiuN pic.twitter.com/L727CiXWc3

— Sugarscape (@sugarscape) February 6, 2015

One explanation for not traveling together is to stave off "Larry Stylinson" gossip. It's no secret that many One Direction fans speculate that Louis Tomlinson and Harry Styles have the hots for each other, with some even claiming that Louis' girlfriend Eleanor Calder is his "beard" to cover up his relationship with his bandmate.

As we previously reported, after a long hiatus from Instagram, Eleanor Calder came back and posted a slew of photos - none of which contain Louis Tomlinson's sweet face, but many of which feature One Direction singer Liam Payne's girlfriend Sophia Smith. Eleanor posted three new photos to Instagram in January, one of which features her and Liam Payne's girlfriend Sophia Smith sipping wine on a sunny outdoor patio. We're guessing the girls have traveled with their boyfriends to Los Angeles, where One Direction is working on their fifth studio album.

But if you look at Eleanor's Instagram account, you'll see that in the last six months or so she's posted about seven photos with Sophia Smith, and only one featuring her boyfriend Louis. And even in that photo, it only shows their feet.

What do you think, 1D fans? Is Larry real? Let us know in the comments section below!