If you read the history of the first settlers of the American Continent from Europe, you find that they tried this socialism and it was failing and would end up in death and disaster.
I learnt that many US settlers were persecuted in their home countries and that is why they (and their descendants) are suspicous about state and government in general. So, I doubt that they tried socialism but have been emphasizing freedom and lack of government interference.