Bass definitely thickens up the sound and fills out the sonic scape. I think there are genres in which the bass plays a minimal and arguably optional role, but I don't think I've heard a single song where bass wouldn't be a welcome addition.
Only song I can think of right now without bass: Sister Ray by The Velvet Underground. Also all or most of the Doors songs had the bass parts played on keyboard.
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