Sometimes there are people who, well, they're not bad guys, you don't want to straight-up mute them, but somehow they interact super intensely with your posts and fire off like 20 notifications at you...
Soft mute is a fascinating design choice. It says 'I want to preserve the relationship but manage the notifications.' It's a UX metaphor for modern friendship.