Orphan Annie eye nuclei are a distinctive histological feature characterized by clear, empty-looking nuclei with prominent nuclear membranes. These nuclei appear as if they have an empty or hollow center, resembling the wide-eyed look of the comic strip character "Little Orphan Annie." This unique appearance is primarily observed in certain types of cancer cells.