That file is the socket that is used to connect to the MySQL server.
What distro are you using? The socket file may be in a different location for some distros.
If the file isn't anywhere, it probably means that MySQL is not running. Can you connect to MySQL using the command-line client or other means(I use Query Browser from my Windows workstation)?