Anne Hathaway is clearly still very much in the honeymoon stage of her marriage to Adam Shulman.

Thirteen months after tying the knot, the couple simply can't get enough of each other, enjoying an affectionate embrace on the sidewalk as they waited for the valet to bring their car around following their dinner date on Tuesday.

The pair paid yet another visit to their favourite West Hollywood eatery, Crossroads Vegan Restaurant, where most recently they enjoyed a pre-birthday meal-for-two ahead of the actress's November 12 birthday.

The Oscar-winner towered over her other half in sky-high black peep-toe boots as the pair snuggled up - not that Adam seemed to mind in the least as he had a huge grin on his face the entire time.

The 31-year-old looked stylish is pale blue ripped boyfriend-style jeans, worn over a pair of opaque black stockings, which she teamed with a light grey top and black blazer.

She carried a large white and black designer handbag over her shoulder and kept it simple with minimal, natural make-up and her dark pixie 'do perfectly coiffed.

Her jewellery designer husband was nicely put-together in jeans, blue and green high-top sneakers and a bright blue long-sleeved thin jersey top.

The 32-year-old tenderly enveloped Anne in a bear hug on the chilly evening, during which she buried her head in the crook of her husband's neck with her face obscured.

Adam was careful not to spill any of the couple's leftovers he was carrying in a white paper bag as he wrapped his arms around his bride.

A short time later, he leapt into action, opening the car door for her when their ride pulled up.

The actress looked positively giddy at her beau's chivalrous gesture as she climbed in sporting a huge grin from ear to ear.

It's little wonder that pregnancy rumours have been doing the rounds, judging by the pair's very public displays of affection and spoken desire to have a big brood.

Though they were quick to deny claims the star is already with child when new reports surfaced just weeks ago.