Hi,
This is not the default pagination scheme of Joomla. Your joomla template is overriding it.
Browse your server with FTP and find this PHP file:
/templates/YOUR_TEMPLATE/html/pagination.php
and rename it to this:
/templates/YOUR_TEMPLATE/html/pagination2.php
So you will start using the original Joomla pagination scheme.
In Original Joomla, none of the pagination boxes get hidden.
Regards,
Support.