The Starbucks vanilla latte comes very sweet, with plenty of frothed milk and four pumps of vanilla syrup. If you would like a more bitter vanilla latte, perhaps opt for an extra shot of coffee and fewer pumps of vanilla syrup. You can also add vanilla syrup to a cappuccino for a hint of vanilla with a richer taste.