Austere means severe, plain, stern, or strictly without luxury, comfort, or decoration. 'Ornate' means elaborately decorated, adorned, or showy - the direct opposite in terms of decoration and style. The distractors (stern, puritanical, frugal) are all related to austerity or severity.