Solutions to equations involving absolute values can differ from the expected absolute values due to the nature of absolute value itself, which represents the distance from zero on a number line. For example, the absolute value of -4 is 4, indicating its distance from zero, not its original value. This discrepancy occurs because absolute value equations can yield multiple solutions, especially when considering both positive and negative roots. Understanding absolute value requires recognizing that it simplifies to a non-negative result, regardless of the input's sign. Therefore, the solutions to these equations reflect this fundamental property of absolute values in mathematics.