Measure peak voltage / amp, when signal is very short (relay on/off)?
A typical update rate for a multimeter is 3 to 10 times a second, so 132 milliseconds is likely not enough time. 

Since you have an oscilloscope, you can put a low value resistor in series with the load and measure the voltage across the resistor with the oscilloscope.