The whole reason Chavez and co. were elected in the first place is because "dystopian poverty" already afflicted a rather high percentage of the country's population.

And also, the economy had been in a tailspin for years when Chavez took over, and initially regained prosperity under him.

This isn't to say the current regime is defensible, but there's no straight line from prosperity to poverty that you're attempting to draw.