Is it possible to make someone literally feel sick to their stomach from stress?

I don't understand how that could work. I've been in stressful situations, but never have I experienced a headache, stomach ache, or any other ailments from the stress. Is it appropriate for someone to base their stress levels on how their stomach or head feels?