Perhaps stow away the things you use to ensure isolation. In my case, I wear earbuds everywhere and hum the song so those around me know I can’t hear them, ensuring no attempt at interaction will be made. I never look directly at them so they can’t wave me down or try to get my attention.

Reading this, it seems I gave a masterclass in the exact opposite of what you’re asking but it might make something click for you.