Are you tasting what you think you are?

I need help with the word "pepper". There is the distinct taste of black pepper, just like grains of pepper sprinkled on your tongue. I like this, myself. Then there is the pungent bite of peppers not associated with any particular taste, like in chillies. These two are very different to me but may be caused by the same thing.