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Bone dry
Literal Use
Originally refers to the actual dryness of bones, implying something is as dry as it can possibly be. 
Exaggeration
Often used for emphasis to exaggerate the dryness of something, not always literally bone-level dry. 
Negative Connotation
Usually implies a negative situation, like drought or extreme thirst, which may be undesirable. 