The speaker is lost and searching for their identity. They feel like they are in a world they cannot explain and are looking for someone to tell them who they are. The doors to different rooms look the same and they cannot remember their own name. The repetition of the phrase 'Please tell me who I am' emphasizes the speaker's desperation to find their identity.