Katy Perry and Orlando Bloom continue to fuel the dating rumors. The pair was recently spotted out on a dinner date on Wednesday at Sunset Towers Hotel.

Photos from the rumored couple's dinner date are posted by Mail Online. One shot showed Bloom behind the wheel while Perry sat beside him in the passenger's seat. The singer attempted to hide her identity from the paparazzi by covering her face with her hair.

Eyewitness reportedly saw the rumored couple holding hands inside the car. However, they remained discreet when they stepped inside the West Hollywood venue. Perry was photographed stepping out of the actor's car as Bloom stood to wait for her.

Bloom was the perfect gentleman as he ushered Perry inside the Sunset Towers Hotel. Another photo taken during their dinner date showed "The Pirates of the Caribbean" star opening the door for the singer. Outside the establishment Perry was photographed sharing a laugh with actor Jason Bateamn, who reportedly came to the hotel with his wife Amanda Anka.

However, it was not a romantic date for two for Bloom and Perry. People claimed the rumored couple joined other A-list celebrities, including Jennifer Aniston and Bateman, to a birthday bash held at the hotel. It was reportedly movie producer Aleen Keshishian's birthday. This would explain why Bateman's wife was holding a gift-wrapped box while outside the hotel, as seen on the photo shared by Mail Online.

"They had dinner with a large group of people," a source told People.

Perry and Bloom continue to fuel rumors that they are a new couple. This is not the first time they have been spotted out together. According to People, they also joined Michael Kive celebrate his birthday at his residence in Los Angeles on Saturday. Other celebrities including Arnold Schwarzenegger and Reese Witherspoon were also in attendance.

The Hollywood stars have been hanging out since last month, according to Mail Online. They watched the play "The Absolute Brightness of Leonard Pelkey" together at the Kirk Douglas Theater in Culver City, California.

Perry and Bloom sparked romance rumors last month during the Golden Globes afterparty held at The Beverly Hilton hotel. Mail Online, in a previous report, claimed they were intimate with each other as they chatted alone together at a corner. They reportedly left the party together via the side entrance of the hotel. The site added they proceeded at the Fox afterparty together.