Here's why:
* Adverbs modify verbs, adjectives, or other adverbs. They tell us how, when, where, or to what extent something happens.
* In the sentence "He was surprisingly strong," "surprisingly" modifies the adjective "strong", telling us to what extent he was strong.
Let me know if you'd like more examples!