Here's why:
* It describes a noun: You would say "The cranky old man" or "The cranky dog" – it modifies the noun to tell us something about it.
* It cannot stand alone as a verb or noun: You wouldn't say "I cranky" or "Cranky is my friend."
Let me know if you'd like to explore other parts of speech!