She was shivering not only because of the cold, but also because she had no idea what she was going to tell him.

shivering 是动词 shiver 的现在分词形式。shiver 的意思是"颤抖、发抖"，通常指因为寒冷或恐惧等引起的身体不由自主的轻微抖动。