> It’s not the getting to lucid dreaming that’s the problem, it’s the “oh! I’m dreaming!” part. Wakes me up every time.

Yes, same here. I can sometimes manage to keep the dream going for what feels like a few minutes, if nothing extraordinary happens. If it is just mundane walking around and feeling the dream, it is fine. But when I start trying to make something interesting happen, I wake up.