I did not know who was talking to me but somehow I knew that it must be an urgent matter.

somehow 是由 some（某种）和 how（方式）组成的副词，字面意思是"以某种方式"，引申为"不知怎么地"或"莫名其妙地"，表示说话者无法明确解释原因或方式。