GAZA—While some in the Holy Land and around the world celebrate the imminent ousting of Israel’s longest-serving prime minister, Benjamin Netanyahu, many Gazans—still reeling from the tremendous death and destruction of last month—are feeling as hopeless as ever.

“We in Gaza do not have a lot of hope for anything from...