Literally every game by Supergiant. Most recent would be Hades 2, when I finally beat the 3rd boss and start slashing into the fourth area, the music was so hype I was smiling all the way through.
A better pick may be Transistor though. It's kind of a half action half strategy game, where you kind of pause to plan out and execute your next moves. During that pause phase, the music would turn into a muted version, and main character would hum to it in sync.
Also, Journey and Abzu. They simply are experiences that should not be had without good headphones.