Megan FoxandMachine Gun Kellyare continuing to prioritize their relationship despite their differences, a source tells PEOPLE.

While the 36-year-old actress is “still upset” followinga recent dispute with Kelly, 32, the two “are working through their issues and haven’t split,” says the source.

“Megan is still upset but is not giving up on their relationship,” the source says. “He feels the same way. They are getting professional help because they want things to work out.”

Over the weekend, theTransformersactresshinted at a possible breakupfrom her actor-musician fiancé on Instagram beforedeactivating her accountaltogether.

Fox’s final post featured a series of photos of herself as well as a video of an envelope being burned in a fire pit. She captioned it with lyrics fromBeyoncé’s song “Pray You Catch Me” from 2016’sLemonade, writing, “You can taste the dishonesty/ it’s all over your breath.”

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Megan Fox; Machine Gun Kelly.Kevin Mazur/Getty Images for The Recording Academy; Ethan Miller/Getty Images

Megan Fox Machine Gun Kelly

Before deleting her account, Fox removed all photos and videos of herself with Kelly, including a postannouncing their engagement. She also began followingEminem, who has publicly feuded with the “Papercuts” singer for years.

“He probably got with Sophie,” commented one fan, to which theJennifer’s Bodyactress responded, “Maybe I got with Sophie.”

Megan Fox; Machine Gun Kelly.Kevin Mazur/Getty Images for TIME; Jamie McCarthy/Getty Images

Megan Fox attends TIME100 Next Gala; Machine Gun Kelly attends the Time100 Next

They added, “Any suggestion that she has ever acted in an unprofessional manneror stepped out of her relationship are untrue. It’s disrespectful to her as a female artist and poor journalism and social commentary to be reporting anything else.”

RELATED VIDEO: Megan Fox and Machine Gun Kelly Haven’t “Called Off” Engagement but She “Took Her Ring Off”: Source

Kelly and Fox — who met on the set of the indie thrillerMidnight in the Switchgrassin March 2020 and got engaged in January 2022 — wereseen out togetherMonday in Agoura Hills, California.

That same day, a source told PEOPLE that Fox hadtaken off her engagement ringafter an argument. On Tuesday, however, an insider told PEOPLE “they are speaking and trying to work things out.”

“She was never one to casually date,” the insider said. “She is with him because she believes it’s a long-term relationship. She isn’t just gonna give upon their relationship.”

“There are trust issues and this causes conflicts right now. Megan is taking one day at a time,” the insider added.

source: people.com