Here's why:
* Adverbs modify verbs, adjectives, or other adverbs. They describe how, when, where, or to what extent something happens.
* Adjectives describe nouns or pronouns.
In the sentence "The athlete crossed the finish line triumphantly," "triumphantly" describes *how* the athlete crossed the finish line, making it an adverb modifying the verb "crossed".