The character Sam was inspired by a high schoolmate of the episode's other co-writer Jeff Schaffer, Sonya Chada, who didn't swing her arms when she walked.
Sam's creation was based on a high school acquaintance of Jeff Schaffer, Sonya Chada, whose distinctive gait involved no arm-swinging during interviews.