Lots of other threads about similar issues, but none that I could find where quite the same case as mine. So, here goes:
Things I did:
try installing virtualenv and virtualenvwrapper with pip2 install virtualenv virtualenvwrapper. it seems like pip install virtualenv and it's wrapper to python 3 as it's default
pip2 install virtualenv virtualenvwrapper