How would you programmatically sample exactly 100 values between 2 and 3 from a standard normal distribution without relying on a computationally expensive accept/reject loop?

Interview question asked to Data Scientists interviewing at Siemens, Pandora, OfferUp and other companies. Original question asked: How would you programmatically sample exactly 100 values between 2 and 3 from a standard normal distribution without relying on a computationally expensive accept/reject loop?.