Archaea
Most archaeans don’t look that different from bacteria under the microscope. The extreme conditions under which most species of archaea live has made them difficult to culture, so their unique place among living organisms long went unrecognized. However, biochemically and genetically, they are as different from bacteria as you are. They are not Bacteria, they are Archaea.
A recent study of the microbial species diversity found in prairie, desert and rainforest soils suggests that there may be more archaea and fungi species in soils than there are bacterial species, as discussed in this article, “New Study Suggests Many Unknown Microbes in Soil“, from Science Daily. Most of the soil archaea that have been found to date have been impossible to cultivate (grow) in a lab, and so we do not have good images of these amazing life forms.