The sentence explicitly says mathematicians have a 'sense of beauty' and want to present work in a 'clear and compelling' fashion. This directly points to aesthetics (the philosophy of beauty and artistic sensibility) as the driving force alongside logic. 'Caprice' means random whims — incompatible with rigorous math. 'Obligation' and 'methodologies' lack the beauty/elegance dimension the sentence emphasizes.