the small stamp is for the UK embassy to recognize that you applied for a visa and they refused to give you one. you can apply again, it is best if you have an invitation from anyone there (best if it's from a company)and submit all necessary documents like hotel booking and booked roundtrip tickets, your company letter indicating that they allow u to travel, your salary etc. goodluck!!!