5. Chocolate is sold at supermarket check-outs on impulse.

The correct answer is 4) although. The sentence indicates a contrast between chocolate being sold at checkouts and people buying it on impulse. Although indicates the contrast. The full sentence is: 'Chocolate is sold at supermarket check-outs although it is often bought on impulse.'