"Shouldering" here essentially mans "carrying on your shoulders." An "emotional burden" is an ongoing mental or emotional problem. So the sentence means having an emotional problem that makes you feel as if you were carrying a heavy weight on your shoulders -- being "weighed down" emotionally rather than physically. So you might say something like "Don't be offended if John seems distracted l