Yes of course they were socialists. They were also social conservatives.
Make a Punnet square with social conservative/liberal on one side and libertarian/interventionist on the other.
Then ask yourself why, in two-party regimes, neither party will give BOTH social conservatism and economic interventionism, which is what most people want.
In Germany the clowest thing they had to conservatives were the monarchists.