According to the ASPCA, tulips are highly toxic to cats. Tulips contain the toxic compound tulipalin which is concentrated in the tulip bulb. Tulip poisoning in cats causes excessive drooling, vomiting, diarrhea, depression, and problems to the central nervous system.