First, no, we have some high-visibility examples of dictators claiming to be socialists, several of whom had purges of other internal opponents who said socialism was a different thing to what they were doing.
We don't point to the "Democratic People's Republic of Korea"* or "The Democratic Republic of Congo" then say of Democracy (or of republics) "And we know how it always ends".
Second, there's a huge gap between what the USA considers "dangerously lefty" and what is seen in northern Europe today, let alone states today which are or were explicitly socialist such as the USSR.
* AKA North Korea, AKA Naughty Korea