The correct response is: Dependent. After you select an apple for your snack, there are fewer apples from which your brother can choose his snack.
The events are dependent because the outcome of your choice (the apple you select) affects the remaining choices available to your brother (the apples left in the bag). If you choose one of the apples, it reduces the total number of apples and can change the composition of colors available for your brother's choice.