What is the ruling on money acquired from increasing the price of goods purchased on behalf of another person without their knowledge?

It appears that the questioner is an agent for his friend in the purchase, and it is not permissible for an agent to charge his principal more than the price at which he bought the item for him. Thus, taking the price difference is forbidden. However, it is permissible to agree upon a fee for acquiring the goods.