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Lonesome
Emotional Weight
Lonesome implies more sadness and emotional pain than simply being alone. 
Subjective Feeling
Being lonesome doesn't always mean nobody's around; it's about the feeling of missing company. 
Not Always Negative
Occasionally, 'lonesome' implies peace and quiet away from others. 