Rihanna and Drake kissed and embraced after performing "Bitch Better Have My Money" on stage together in Miami

By Char Adams
Updated September 01, 2016 09:55 AM
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Things are heating up between Rihanna and Drake.

Just days after Drake professed his love for the “Work” singer at the MTV Video Music Awards, Rihanna made a surprise appearance at the rapper’s sold-out concert at the American Airlines Arena in Miami on Wednesday – and, much to the delight of the roaring crowd, the low-key couple locked lips on stage.

In video footage posted online of the sweet moment, the two performed Rihanna’s “Bitch Better Have My Money.”

Afterward, the 28-year-old singer walked over to Drake and the two kissed before embracing in a tight hug.

Following the show, Drake again hosted a Summer Sixteen after party at the downtown 24/7 club E11EVEN Miami.

“They were dancing at their VIP table, laughing and taking pictures of each after Rihanna joined him on stage at his concert,” a source tells PEOPLE.

The previous evening, an onlooker said Rihanna seemed “totally comfortable and natural” with Drake, “laughing and smiling, and just having a good time.”

Drake performed for the crowd at the club before relaxing at a table with Rihanna, where, a source said, the two “danced, kissed, and acted really coupley.”

Watch Drake Present Rihanna with the MTV Video Vanguard Award

All eyes have been on Rihanna and Drake since the “One Dance” rapper presented the singer with the Video Vanguard Award at the awards show, saying, “she’s someone I’ve been in love with since I was 22 years old.”

A source previously told PEOPLE that Drake is “very smitten” with the singer.

“They’ve been secretly dating for a while now and are very happy together,” the source said. “Rihanna is the most beautiful girl Drake’s ever been with, and he treats her like a princess.”

With reporting by LINDA MARX