Photo: Click / Splash News Online

Harry Styles and Emma Corrin seen filming scenes for new movie My Policeman.

Harry StylesandEmma Corrinalready have quite the chemistry.

The stars were seen filming a scene for their upcoming Amazon Studios movieMy Policemanin London. Styles, 27, is seen holdingThe Crownactress, 25, close while they share a kiss as they’re both dressed in thick coats.

My Policemanis set in the 1990s where Tom (Styles) and Marion (Corrin) welcome an ailing Patrick, an elderly friend of Tom, into their home. The movie will then explore events that happened 40 years earlier when Tom and Patrick were in a passionate relationship at a time when homosexuality was illegal.

DC /MEGA

First look at Harry Styles and Emma Corrin as they share a passionate kiss on the set of My Policeman in Worthing, UK

My Policemanis set as the Grammy-winning “Watermelon Sugar” singer’s follow-up toDon’t Worry Darling, his first leading role. Styles recently wrapped filming the psychological thriller opposite Florence Pugh, with his flame Olivia Wilde directing. He previously made his acting debut in Christopher Nolan’s 2017 epic war film,Dunkirk.

Corrin joins the drama after breakout success playing Princess Diana in the latest season of Netflix’sThe Crown. She recently earned Golden Globe andSAG Awardsfor her performance as the late former British royal.

Want to get the biggest stories fromPEOPLEevery weekday?Subscribe to our new podcast,PEOPLE Every Day,to get the essential celebrity, entertainment and human interest news stories Monday through Friday.

The two already appear to be pals, with Corrin revealing in a Tonight Show appearance last November that Styles once watched her dog.

On the show, the actress detailed the one time that Styles dogsat for her black scruffy pup Spencer, noting that after his experience it was enough to say “not again.”

“I was having dinner sort of near where he lives and he looked after Spencer for me,” she said. “But not again. He hasn’t done it again.”

“I think it’s because halfway through the meal I got a message that just said, ‘He won’t stop farting is this normal?’ " she told host Jimmy Fallon with a laugh.

source: people.com