A source exclusively tells E! News, "Sofia and Joe are still very much in love and their relationship couldn't be better. Sofia has really been there for Joe during some difficult times."
The insider adds, "Sofia is such a caregiver and loves Joe like crazy that she would do anything for him."
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Meanwhile, Sofia also posted a sweet tribute to her hubby on Instagram Wednesday. "2yrs. Te Amo. Dont ever change," she captioned a photo of them from the red carpet.
The night before, the couple stepped out for the first time in while, seemingly celebrating their anniversary with a romantic evening out at Soho House Malibu. The Colombian-born actress looked stunning in a long, white dress, while Joe opted for black pants, a gray sweater and his go-to scruffy beard.