Trending Shoulder Shrug Emoji Female A person shrugging their shoulders to indicate a lack of knowledge about a particular topic, or a lack of care about the result of a situation. Shoulder Shrug Emoji Female : Woman shrugging emoji includes a sign of a woman shrugging her shoulders.