The present disclosure relates to extracts and sweetening compositions that may be wholly derived from fruits of the Cucurbitaceae family containing mogroside V and other terpene glycosides. The extracts have a low mogroside V content. The extracts also have a low monosaccharide content, and can be spray-dried to form a spray-dried product. The extracts may be suitable for use as a bulking agent, and can be combined with a terpene glycoside powder. The extracts and sweetening compositions can be used in a food, beverage, and dietary supplement products. Provided are also methods for preparing such extracts and sweetening compositions.