What the teacher said surprised us all. The bolded words are what kind of clause?

The bolded Words "what the teacher said" form a noun clause. Noun clauses can function as subjects, objects, or complements in a sentence, and in this case, it acts as the subject of the sentence, indicating the surprising information.