Related Experiment Video
Updated: Jan 23, 2026

Myocardial Infarction and Functional Outcome Assessment in Pigs
Published on: April 25, 2014
Shades of surprise: Assessing surprise as a function of degree of deviance and expectation constraints
Judith Gerten1, Sascha Topolinski1
1University of Cologne, Faculty of Human Sciences, Department of Psychology, Germany.
Abstract:
Merging recent surprise theories renders the prediction that surprise is a function of how strong an event deviates from what was expected and of how easily this event can be integrated into the constraints of an activated expectation. The present research investigates the impact of both these factors on the behavioral, affective, experiential, and cognitive surprise responses. In two experiments (total N = 1257), participants were instructed that ten stimuli of a certain type would appear on the screen. Crucially, we manipulated the degree of deviance of the last stimulus by showing a stimulus that deviated to either no, a medium, or a high degree from the previous nine stimuli. Orthogonally to this deviation, we induced an expectation with either high, moderate, or low constraints prior to the experimental task. We measured behavioral response delay and explicit ratings of liking, surprise, and expectancy. Our findings point out an overall only low association between the behavioral, affective, experiential, and cognitive surprise responses and reveal rather dichotomous response patterns that differentiate between deviance and non-deviance of an event. Challenging previous accounts, the present evidence further implies that surprise is not about the ease of integrating an event with the constraints of an explicit a-priori expectation but rather reflects the automatic outcome of implicit discrepancy detection, resulting from a continuous cognitive fine-tuning of expectations.
Related Concept Videos
Expected Value
One-Degree-of-Freedom System
A one-degree-of-freedom system is defined by an independent variable that determines its state and behavior. One example of a one-degree-of-freedom system is a simple harmonic oscillator, such as a...
Degrees of Freedom
For example, suppose there are three unknown numbers whose mean is 10; although we can freely assign values to the first and second numbers, the value of the last number can not be arbitrarily assigned.
Degrees of Freedom
For example, suppose there are three unknown numbers whose mean is 10; although we can freely assign values to the first and second numbers, the value of the last number can not be arbitrarily...
Degree of Unsaturation
The degree of unsaturation for hydrocarbons is U = (2C + 2 − H) / 2, where C is the number of carbon atoms and H is the number of hydrogen atoms.
Constraints and Statical Determinacy

