The invention relates to a cream filler composition, which comprises: - a lipid fraction composed of a vegetable oil having a SFI of 0 at room temperature, a saturated fat fraction representing between 0 % and 5 % w/w of the total lipid fraction and a partially hydrogenated fat fraction representing between 0 % and 1 % w/w of the total lipid fraction, - a powder sweetener composition, - and a wheat gluten fraction having an increase gliadin content compared to the natural gliadin content in wheat gluten. The invention relates further to a method for preparing such a cream filler composition and food compositions comprising such a cream filler composition.