There is one major dynamic in the relationship you are not considering. Israel needs us - we don't need it. If it pisses us off too badly, we can remove our support and aid, which would compromise Israel's existence.
19-year-old construction worker seriously injured after falling from scaffolding in Harish (Haaretz)
from the article: Washington Post: U.S. conducted counterintelligence operations on Israel