A man and woman talk to another woman, all looking concerned, in a room being decorated with streamers and balloons.
Some people are throwing a surprise birthday party.
There is nothing in sentence one to indicate the party is a surprise birthday party.
You can't tell they are throwing a surprise birthday party just because people look concerned in a room decorated with streamers and balloons.
Not all streamers and balloons are for a surprise birthday party.