Saturated fatty acids are composed of long chains of carbon atoms, each bonded to hydrogen atoms, fully saturated with hydrogen. This structure results in a straight chain, allowing them to pack tightly together, which is why they are solid at room temperature. They are commonly found in foods such as butter, cheese, and meat, as well as in tropical oils like coconut and palm oil.