Kaley Cuoco and Henry Cavill sparked dating rumors recently, and now they have pretty much confirmed it by holding hands in Los Angeles.

Cuoco, 27, and Man of Steel’s Cavill, 30, were pictured by paparazzi all smiles and holding hands while walking in the parking lot outside BevMo! and Gelson's Market in L.A.

Us Weekly reports Cavill wore a tight red T-shirt and dark jeans, while the Big Bang Theroy actress wore a leopard blouse, skinny jeans and a boho chic hat.

“They are totally hot for each other," a source said of the new couple. Cavill just ended his relationship with Fast & Furious 6 star Gina Carano in May.

Their outing comes right after they were pictured hiking near Cuoco’s Sherman Oaks, Calif. home then grabbing sushi afterwards.

Rumors started that the new couple were dating just this week, and Cuoco posted a tweet that read his film Man of Steel is “fantastic in every single way.”

image: Twitter