Contrary to popular opinion and years of cartoons, mice aren't that crazy about cheese. Smear a little (JUST a little) peanut butter on the far back of the trap. The mice here sometimes manage to lick it off before the door closes, but it just trains them where the food is, and eventually, I get 'em.