The modern use of the word Socialism means having significant publicly funded institutions. When people say they want socialism they mean they want more of it, because most likely they already have lots of publicly funded institutions - like police and fire protection, public libraries, unemployment compensation.... What they want is more, and Europe has more than the US.
Developed and non-developed are economics terms for different degrees of industrialization and overall wealth. they're not "colonial" language.