How do I erase all of the previous words in the Find box?

Go to Tools | Customize… and go to the History page. Click on the Clear History Now… button. Check Recent Searches and uncheck the others and press OK.

Customize History

Clear History Now

To erase a single string from the find history, hover over the item in the list and press Alt+Delete.