I moved to a city a few years back where it was like every single person I met was a PhD student and none wanted to talk about what they did (some I wouldn't be able to understand anyways, such as astrophysicists, but others I could, if they'd have wanted to talk about it). They'd all mention the general topic, but that's about it. It was quite weird because I happen to share your view and wanted to know more.