Is it normal after I have turned Secure VPN on and later put my computer into sleep mode and turn it back the Secure VPN changes to off.
[Edit: Clarified the title]
Yes. That is the way Norton designed the VPN feature. There have been many requests for more control over the VPN, but so far nothing from Norton.