It would be nice to remember sidebar state (closed/opened) after page reload
Why do you find the need to reload by the way?
I was also having this issue, but clearing my cache seemed to fix it.
I usually keep the Toggl tab open for a long time, and sometimes it refreshes on its own, probably after a version update.