I always knew that Spain was considered the original Hispanic country, since that was the country that conquered the majority of Latin America, with the exception of Brazil, which was conquered by Portugal, but that Spain was not Latino. Hispanic refers to language, while Latino refers to geography.

There's also a stereotype of Argentines believing themselves to be of pure European descent and identifying themselves less with other people from the other countries of Latin America.