I have cloned git project into local git repository. Then I have done something nasty to one of the files and in that panic I deleted file physically from drive (rm style.
rm style.
Use git checkout. In your case:
git checkout
git checkout origin/master style.css
This command will update the requested file from the given branch (here the remote branch origin/master).
origin/master
Hope this helps