However, I found https://superuser.com/questions/249050/chrome-keyboard-shortcut-to-pause-script-execution which helped me:
In the console:, Run:
window.addEventListener('keydown', function(e) {
if (e.keyCode == 123) debugger; // 123 is the key code of F12
});