Here's why:
* Common nouns are words that name general things, places, or people. They are not capitalized unless they start a sentence. Examples: dog, city, teacher.
* Adjectives describe nouns. They tell us more about the noun.
In the sentence "That is an interesting book," the word "interesting" describes the noun "book."