From Angola to Turkmenistan, sumptuously outfitted railroad cars are taking passengers on over-the-top journeys back in time.

These days, a journey on the Orient Express, made famous by the renowned Agatha Christie novel, involves minimal mayhem and maximum luxury—think flowing champagne, rich décor and fine dining. It’s the ...