In my case, though walks help declutter my mind somewhat, for deeper thoughts, I have to write it down sitting or laying in the bed in the worst of positions. Thinking too deeply while walking only leaves me anxious in the end as I tend to get sidetracked a lot in conversation and always have to restart the conversation over and over again.