He did not notice that Stein was eyeing him with new appraisal.
Stein was looking at him with a new appraisal, but he didn't notice.
mnli hypothesis: Stein was looking at him with a new appraisal, but he didn't notice. premise: He did not notice that Stein was eyeing him with new appraisal.