A state of confusion because you do not understand something. (Cambridge Dictionary)
A feeling of confusion through lack of understanding. (Oxford Dictionaries)
Puzzlement is the confusion that you feel when you do not understand something. (Collins Dictionary)
Word puzzlement and puzzle.
Boy scratches his head in puzzlement or confusion, as if pondering a deep question.