Briefly because of the law of consevation of angular

momentum of the bicycle wheels. When ridig bicycle, we

transfer our weight continuously on both side of the bicycle

at a rapid speed. This produces a dynamic equillibrium which

prevents gravity to distort the balance of the bicycle.

When its not in motion, there is no question of conserving

any momentum, and it falls merely under the force of gravity.