The Veil wallet configuration file is for optional settings, so it is not created when you first set up your wallet. However, you can open or create the configuration file by selecting "Preferences" on the Settings page in the wallet, and then click "Open Configuration File".
If the veil.conf file did not already exist, it will automatically create it and open it for you.
See also: Where is my data directory?