It sounds like you have the WordPress ‘Reading Settings’ set to show 10 posts per page.
If you want to show the posts in 4 columns, then you may want to change the posts per page to 12 or another number that is divisible by 4.
In your dashboard, ‘Settings’ > ‘Reading’ > ‘Blog pages show at most’ 10 posts