Here's why:
* Adjectives describe nouns.
* In the phrase "in nice," "nice" is describing an unspecified location or condition.
For example, you might say:
* "The book is in nice condition." ("Nice" describes the condition of the book.)
* "I left my keys in a nice place." ("Nice" describes the place where the keys were left.)