The two main ones for me are probably Ridge Racer 4 and Battlefield 1. Ridge Racer 4's opening has been in my head for years now. The scenery of the race courses is also great, especially the ones that take place during the evening, when you get to see a lovely PS1 sunset. It can be both cool and relaxing.
Battlefield 1's atmosphere is pretty intense most of the time, there are some quiet moments as well, though. But of course the stand out parts are when you're crouching behind cover, listening to bullets whip past and shells drop all around you. The lighting is also incredible, seeing how it interacts with clouds of smoke and dust, caused by gunfire and explosions.
Very good games.