Got into strange issue where rsyslog will stop logging at all without warnings or logging errors. This happened after simple settings change which should not cause problems.
Well you need not only to restart rsylog, you need as well to restart systemd journald service.
At least this solved it for me.

systemctl restart systemd-journald