You won't get into the Euston Avanti West Coast lounge unless you have Club or Caledonian Double rooms. The new Fullers pub ("The Signal Box", I think), next to the Avanti lounge, is much nicer anyway.
On the train it's now called the Club Car, rather than Lounge Car.