If it's anything like a rabbit, have a hand under it to support its legs.

[ Shinji's got the thing sort of secure, so Minato steps forward so he can move one of Shinji's hands so that it's below the rabbit and holding up most of its weight. ]

They're not like cats who can be picked up around the middle or at the back of the neck. Rabbits feel a little more secure held like this.