Miranda Kerr & Orlando Bloom Hit Red Carpet

By Maggie Coughlan

UPDATED 01/14/2013 at 12:25 AM EST • Originally published 01/13/2013 at 11:00 PM EST

What better way to silence the rumor mill than to step out together looking happy – and hot!

Miranda Kerr and Orlando Bloom appeared very much in love on the red carpet during the 70th Annual Golden Globe Awards on Sunday night.

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Kerr, 29, and Bloom, 36, whose marital status has been the subject of persistent questioning in recent weeks, were photographed donning big grins and holding hands. Bloom was dapper in a blue Burberry suit and white shirt, while Kerr wore a sexy red Zuhair Murad dress, showing a lot of leg.

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The Victoria's Secret model and Lord of the Rings actor have been married since 2010 and welcomed son Flynn in January 2011.

They were still holding hands when hitting the InStyle party after the Globes. "She's so beautiful," Bloom told PEOPLE while Kerr added that she was looking forward to "dancing with her husband."

As the night went on, the couple also indulged in Godiva chocolate martinis, with Bloom commenting that the cocktails were "bloody good."

• With reporting by MELODY CHIU