Here's why:
* It describes a noun (e.g., "a solemn vow", "a solemn occasion").
* It can be modified by adverbs (e.g., "very solemn", "extremely solemn").
* It can be used predicatively (e.g., "The atmosphere was solemn").
Let me know if you have any other words you'd like to identify!