Yes, this behavior is by design. This is because most likely, the user is connected to the CP that is located in Server1.
To verify, go to the Administration tab > Connections:
<Please see attached file for image>
The user will just need to do a quick re-login, which will connect them to the CP that's located on the secondary server.