I don’t think you can do this in one swoop, however:
Windows > Preferences > General > Editors > File Association.
If you don’t have a LOT of unknown file types, just type *.junk, *.punk, *.clunck and add Text Editor as the default editor.
Sadly you can’t use *.* here.