This seems like the most plausible explanation for the balloon story. Turns out that China never actually confirmed Blinken's visit and he needed some cover for why he wasn't going.
https://thediplomat.com/2023/02/amid-reports-of-blinken-visit-china-remain-ambivalent/
@yogthos China says the obvious. It was a meteorology lab that got away. The US had to know that.