This question asks to identify the phenomenon that does NOT happen when the temperature of a substance increases. Let's analyze each option:
While some substances like water exhibit anomalous expansion between 0°C and 4°C (where volume decreases and density increases), the general and most common effect of increasing temperature across most substances and temperature ranges is expansion, meaning an increase in inter-particle space.
Therefore, a decrease in inter-particle space is the phenomenon that does NOT typically occur with an increase in temperature.