The actress, 36, wrapped filming for her latest project Don’t Worry Darling, a film Harry and actress Florence Pugh star in while Olivia directs.

In a heart-warming behind the scenes snap of some of the cast members, Olivia and Harry, 27, can be seen beaming from ear-to-ear as they put their hands around each other.

What’s more, Olivia solidified their closeness by rushing over to Instagram soon after to share a snap of the Watermelon Sugar singer.

With Harry looking dashing in a black suit as he his atop a convertible in California in the striking picture, Olivia couldn’t help but swoon.

Little known fact: most male actors don’t want to play supporting roles in female-led films, she wrote.

“The industry has raised them to believe it lessens their power (i.e financial value) to accept these roles, which is one of the reasons it’s so hard to get financing for movies focusing on female stories”.

No joke, it is hard to find actors who recognize why it might be worth it to allow for a woman to hold the spotlight.