In httpd version 2.4 (2.4.3 and 2.4.4), take a look at /etc/httpd/conf.d/wordpress.conf
There is one entry for:
....
Change:
"AllowOverride Options"
to
"AllowOverride All"
in wordpress.conf also in addition to changing httpd.conf. Restart the http server before the changes will take effect.