Rachel McAdams & Michael Sheen: Whole Foods Run

Rachel McAdams and boyfriend Michael Sheen stop by Whole Foods on Tuesday (June 28) in Toronto, Canada.

Over the weekend, the 32-year-old actress and the 42-year-old actor were spotted getting cozy while riding the subway.

Rachel is reportedly on the list of actresses director David O. Russell is eying for the female lead in The Silver Linings Playbook.

THR reports Elizabeth Banks, Kirsten Dunst, Blake Lively, Rooney Mara, Olivia Wilde, and Andrea Riseborough are also being considered, while sources previously told JustJared.com that David was set to meet with Angelina Jolie for the upcoming project.

FYI: Rachel is wearing a Madewell dress.