You're referring to "The Summer When Shounen Became a Man" or more commonly known as "Shounen ga Otona ni Natta Natsu"!
The title, "The Summer the Boy Became a Man," is literal and metaphorical in Episode 3. shounen ga otona ni natta natsu ep 3
Mizuho is gone.