I agree that it's strange that you get this issue when only you ever log on.
I set up a separate account for Apple a while ago and kept it.
I also have a guest account. But neither of those have been used recently.
However, the fact that you have 3 accounts on your machine, might be part of the problem.
I realise that others have suggested it's linked to other users logging in. And I have to say that my experience and testing suggests this is a possible cause.
I believe that the Mac might log you out automatically when you reboot.
Do you see the Mail issue if you have not rebooted?
When I have had the problem, restarting my Mac is one possible fix.
However, when you restart, surely it advises that you have programs open - unless you already closed everything?
So, I reckon that if you restart, you would be logged out of Mail and logged out of your user account.
You have to log on again when you restart, don't you?
And you have the choice of reopening previously opened apps - assuming you didn't bother to close apps...
It is strange however that you never log into the other accounts and still get the problem - especially as restarting usually fixes the problem for me.
How do you fix the problem when it occurs? Have you tried force quitting the corespotlightd process which seems to work for most/all.