An escaped mouse will stick to the walls if it can, looking for any small passage or bolt hole. If it was living in a cage I would put the cage down with the door open against a wall you think it might frequent (look for droppings) and leave the door open. The poor thing wants to go home just as much as you want to get it back and you might wake up to it back inside sleeping.

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