Do men look into a women's eyes/stare at them a lot, if they don't like them?

i used to like this guy a lot, he would always look into my eyes and stare at me whenever he saw me and would even be nervous and blush sometimes. But when I asked him out, he said he's busy and maybe some other time. Why does he keep looking if he doesn't like me? =(