Some people learn fears through classical conditioning.

Classical conditioning is a type of learning where a stimulus is paired with a response until the response becomes automatic. Fear can be learned through classical conditioning by pairing a neutral stimulus (such as a spider) with an aversive stimulus (such as a shock) until the individual develops a fear response to the neutral stimulus alone.