The tracks purchased and downloaded are saved to the memory card/mass memory of your device by default.
Open Menu > Files > select Memory card or Mass memory to check the content.
If access to the store is via the browser and not the music store icon in your device's music menu, the tracks will need to be saved to the location manually after the download.