Possibility of a radio receiver being direction found

Hello, I am not very knowledgeable on radios or signals, so please forgive the possible ignorance in the question. Say if I just had either a basic AM/FM radio alarm clock or one of those hand-crank NOAA weather radios (receiver only - no intentional transmitting), would an individual be able to physically locate the device?

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