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His fondness for cream cakes and cheeseburgers caused him to grow extremely fat.
The noun form for the adjective fond is fondness.
The word fondness is a noun. It is an uncountable noun.
She showed great fondness for her childhood teddy bear, carrying it with her wherever she went.
He grew exceeding fat as a result of his fondness for cream cakes and cheeseburgers.