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Glum
Negative Nuance
Glum suggests a mild, quiet sort of sadness without causing a big fuss. 
Non-Verbal Cues
'Glum' often implies a sad facial expression or body language. 
Brief Sadness
Glum can be used for temporary feelings, not necessarily deep or chronic sadness. 