Systems and methods for manufacturing and vaporizing a tobacco extract for use in a non-combustible smoking device are described. These methods include a solution having a volume of a liquid tobacco extract suspended in a hygroscopic liquid glycerol solvent. The systems and methods provide advantages in that the method is substantially free of water and results in an improved tobacco flavor extract.