At first, Thor's red cape was around them both.
Then Loki wrapped himself in it like a blanket, saying he was cold. Which is not an unusual condition for a Frost Giant, so Thor thought nothing of it.
But later, Thor couldn't find his cape anywhere. It had seemingly vanished.