Sentence:  “Thinking a lot” also involves other types of cognizing as well, such as <WSD>cognizing</WSD> about depressive themes such as being left by a wife for another man or being separated from relatives. 
Meaning of the word marked with <WSD> tags:  To make into an object of cognition (the process of acquiring knowledge through thought); to cogitate.