Let be a finite -group and a finite faithful irreducible -module. We show that if has exactly one regular orbit on , then the characteristic of is a Fermat prime, is irreducible over , is a power of , and the centraliser of in embeds into . For every Fermat prime and every we determine the largest orbit size of a Sylow -subgroup of on its natural module , and the number of orbits of this size, which is , , or . Our main result is that for every Fermat prime and every there is an irreducible subgroup of of order that has exactly one regular orbit on . In this respect behaves like , and unlike the Mersenne primes studied in an earlier paper. The proof places a group related to a Singer cycle into every block of coordinates. This reduces the problem, for all Fermat primes at once, to a question about subgroups of a Sylow -subgroup of a symmetric group acting on subsets, which we answer by means of fibre products. We also determine which largest orbits occur in two small levels, and we classify the examples in some small cases with the help of a computer.

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