Danger - The sudden clap of thunder often symbolizes coming danger as in "trouble is brewing".
Wrath - It can convey an idea of divine indignation in mythology and literature - like Zeus wielding thunderbolts.
Change - It heralds the change in weather which signifies transformation.
Rebirth - The cycle of thunderstorm, rain and sunshine also suggests regeneration.