That keep me hitting these bottles hoping I find a Genie
This line is a reference to the idiom genie in a bottle. He is drinking a lot hoping that one day his hopes and dreams will come true. Genies are usually represented as spiritual beings who give three wishes to whomever releases them from their prison.
Most likely the three wishes will be based on the characters hopes and dreams or in other words everything they ever wanted.
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