Excessive caloric intake and subsequent obesity lead to the accumulation of fat in the liver. This occurs when the liver's capacity to process and break down fats is overwhelmed, leading to an abnormal buildup. Fatty liver disease is commonly observed in individuals with conditions such as obesity, diabetes, or elevated triglyceride levels.