· Overactive thyroid gland. Along with feeling shaky, an overactive thyroid gland can often lead to weight loss despite eating more, anxiety, palpitations, sweating, intolerance to heat, diarrhoea and shortness of breath. You may start off with just one or two symptoms, with more developing over a few weeks..