Hidden behind Hamamatsucho Station is lovely Kyu Shiba Rikyu Garden. Few people visit since it is located very close to the famous, and much larger, Hamarikyu Garden.
During cherry blossom season, it is one of the quietest viewing spots in central Tokyo and is a really nice place for a picnic lunch.