In order to increase the Kansei value of the glove box, we constructed a model to predict the opening behavior preferred from the relationship between impression evaluation and opening behavior characteristics. Based on this prediction model, we created a preferred opening behavior and verified its effect. From a result of the effect verification, we confirmed that the accuracy of the model structure and the preference were improved.