Here's why:
* Verbs describe actions or states of being. "Think" describes the act of using your mind to consider something.
* Nouns name people, places, things, or ideas.
If you want to make "think" a noun, you could use it in a phrase like "a way of thinking" or "the power of thought." In these cases, "thinking" and "thought" are nouns.