Yes, I used 5V but at some point I used the 3.3V pin as well but with the same end result. I will switch back to 3.3V and use another serial port, just in case.
I also tried this example https://icircuit.net/arduino-esp32-hardware-serial2-example/3181 (I modified the code a bit), just to check...