The Peanut Emergency Light ($30 for 3) is small enough to carry with you at all times, measuring only 5 x 2.5 x 2.5cm. You can also use removable strip of Velcro on the back to stick them into dark drawers, wardrobes etc.
The peanut-shaped mini light requires 2 x CR1225 12 hour Lithium batteries.