Southampton is a coastal city and not part of London. If you have 8 hours and want to see London as a day trip, you will need to get a round trip train ticket. That trip will be roughly 2.50+ hours, at about $50 per person.
Maybe you’re only going to London one way, but just wanted you to be aware. Sounds like a cool trip.