Ask, "Is the phrase natural sounding ?" or more normally "Does the phrase sound natural?" More probably one would say "I have a particular fondness for....getting up late in the mornings.... or banana and avocado sandwiches .... going to the beach on a sunny afternoon.....or whatever !

Yes it does. I have a particular fondness for that hotel/science fiction books/skydiving... Your question should be "Does this phrase sound natural?"