Credit: Peta Murgatroyd's Instagram Photo: Sean Lowe and Peta Murgatroyd Practice

The Bachelor's Sean Lowe just got engaged to Catherine Giudici on national television, but it looks like he's spending time getting close to another sexy lady — his Dancing With the Stars partner Peta Murgatroyd, of course! 

Peta took to Twitter yesterday, showing off a photo from DWTS rehearsal that features herself and Sean staring into each other's eyes. She wrote, "It's time to boogie out the #Murgalo with @SeanLoweksu !!! #Foxtrot." These two have already made up a team mashup name? They've got our vote!

Peta said she "fell in love" with Sean while watching The Bachelor, so it looks like the partner chemistry is already brewing.

But how does Catherine feel with all of this touchy-feely Foxing and Trotting? Don't worry: she's 100% supportive of Sean's newest venture and will cheer him on during each episode. Aww. Have we mentioned how much we love her?

Dancing With the Stars Season 16 premieres March 18, 2013 at 8 p.m. ET/PT on ABC.