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Trust us, that's probably a good thing!

Taylor Swift was snapped leaving Cookshop in New York City with several girlfriends on Tuesday afternoon, and later we spotted her heading to the studio. But not to worry -- One Direction hottie Harry Styles paid her a visit around 11PM, arriving at the Greenwich Hotel with what appeared to be an overnight bag.

And this is the second night in a row the two have shacked up! Harry and Taylor returned to her hotel at 4AM on Tuesday after a late night of partying with his bandmates, and several hours later he was snapped doing the walk of shame. Wonder how much sleep these lovebirds are getting?