If this is on macOS, what about ⌘ ^ SPC to get the emoji picker?
But sometimes, it "works" but there's no opening animation and it instantly runs the closing animation of the pop up and it's gone again.
It's really weird.
Sometimes fn+E does work, but it writes an unwanted "e".