Then be ready I'm going to say good-bye. He took her hand in his.
He looked at her, not saying anything or touching her at all. 
mnli hypothesis: He looked at her, not saying anything or touching her at all.  premise: Then be ready I'm going to say good-bye. He took her hand in his.