Arguably the two most iconic dinosaurs, T. Rex and the Brontosaurus family, are far larger and more aggressive than the rest of the group. Iconic does not imply representative.

Though I do agree that this creature wouldn't seem mind-boggling to those only familiar with the period's "iconic" species, in fact this creature would be mind-boggling to the vast majority of creatures alive at the time.