Yeah the wording lacks nuance, it's a meme, but the general gist is right. Whether it's specifically socialism that they're experiencing isn't the point, its that they have been told to fear the mainland, and when they go visit they find it's not so different from home after all, and actually much better in some ways. They're experiencing China, which includes shenzhen, as much as it includes beijing, or the countryside.