To "Get small" or "Getting small" is from the 60's and early 70's meaning "Stoned" or Getting stoned and expanding your mind. Mostly used in reference to taking hallucinogenics, i.e. - LSD, Peyote, 'Shrooms, Mescaline, etc. Listen to "White Rabbit" by Jefferson Airplane.
Let's drop some acid (LSD) and get small.