There is not a setting for entering and leaving private browsing in Firefox mobile. You can manually clear all private data by pressing the 'Clear private data' button in the Preferences window.

You can always be in private browsing by typing about:config in the address bar an finding browser.privatebrowsing.autostart and setting it to true. This will prevent Firefox from remembering usernames, passwords, cookies, history, downloads, form data, etc.