The correct answer is "dark, autumn". The phrase "dull, somber, and soundless day" suggests a lack of excitement, gloominess, and silence. These characteristics are commonly associated with the autumn season, when the days become shorter, the weather becomes colder, and nature prepares for the winter. Additionally, the phrase "middle of the year" further supports the answer, as autumn falls in the middle of the calendar year.