Atrocity means an extremely cruel, wicked, or terrible act or quality - a horrifying outrage or crime against humanity. 'Cruelty' is the closest match among the options. 'Large town' is incorrect, 'waste away' would be 'atrophy' (a different word), and 'good looking' has no relation to the meaning of atrocity.