How did Alfred North Whitehead show an early talent for mathematics?

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Alfred North Whitehead demonstrated an early talent for mathematics during his time at Sherborne School in Dorset, where he received a classical education after being taught at home by his father until age 14.1

His aptitude for the subject was further evidenced by his academic performance at Trinity College, Cambridge, which he entered on a scholarship in 1880. During his studies, he focused exclusively on mathematical lectures and achieved success in the Mathematical Tripos (honours examination) of 1883–84. This accomplishment led to him winning a Trinity fellowship and being appointed to the college's mathematical staff.1