I am confident they have conducted brain scans to this effect and found that in many cases the parts of the amygdala and several core limbic system functions responsible for unfettered homicidal hatred and disliking cats activate in near identical fashion. They're almost considered the same impulse.
See: https://r.mtdv.me/articles/XZRhk0PscN