I haven't read the books in a long while, but when I was re-watching the movies recently, I remembered that even though it is depicted as Saruman causing the avalanche/storm on Caradhras, the book hinted that it was the mountain itself not wanting them to pass.

Is there any indication in canon as to why the mountain decided to hamper the way of the fellowship?