Power on resume settings

I just tried setting the "Power on resume" setting on my battery powered Radio to
"Stop at power off/Restart song at power on"
This seems to work when short pressing the power button when the Radio is "On" If the Radio is completely powered down then it doesn't play when powered on again. Is that expected behaviour?

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