The problem was fixed after uninstalling and reinstalling Adobe Reader, but in case this happens to someone else here is more information:
Android version 4.4.2
Adobe Reader 11.4.1
It happened with every PDF document.
Any blue circle I would drag created the problem.
I used both my finger and the stylus without difference in the problem.