Panic attack with caffeine ?

Too much caffeine.

Because you can't handle it

Caffeine wakes you up by stimulating your sympathetic nervous system (the fight or flight one). The physiological symptoms of caffeine (jitters, increased heart rate, nausea) are the same as the symptoms you would experience under stress/danger, and can lead to a cascade of anxiety and panic.