in the depths of …
lonely
adj
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Unfrequented by people; desolate.
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Without companions; solitary.
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Unhappy because of feeling isolated from contact with other people.
How often have the words in the depths of … and lonely occurred in a corpus of books? (source: Google Ngram Viewer )