To switch the 'Show Discount Flash' on/off, from the store dashboard go to:
> Store Settings > Products > Show/Hide

From within this page, scroll down to the heading 'Product Listings and Carousels':

The top tick box labelled 'Show discount flash' will either enable or disable this feature.
(*Don't forget to click 'Save Changes' after making alterations*)