Hi Seanie,
Stevens-Johnson syndrome can affect soles of the feet and palms of the hands but usually with lesions. It also starts out with general cold/flu like symptoms of fever, sore throat, chills, headache.
SJS is rare but quite serious so if you have any concerns, see your GP again and...