Simple intuition
A state can be very sharp in position or very sharp in momentum, but not both at once. The sharper one becomes, the less sharp the other can be.
Precise explanation
For observables with non-commuting operators, there is a lower bound on the product of their statistical spreads. This is a property of the quantum state, not just a story about disturbing the system with bad equipment.
Example or analogy
Analogy: squeezing a balloon in one direction makes it bulge in another. A highly localized wavepacket needs many momentum components, so momentum spread grows.
Common misconception
Uncertainty does not mean anything can happen. The spreads are still governed by strict mathematical rules and experimentally tested predictions.