Problem with 555 timer and 4017 counter
Do you have the datasheet for your specific 4017? It is quite possible that you need more current than the 4017 can handle.

For example, the datasheet for a Texas Instruments CD4017BE shows (graphs on page 3) that with a drain-to-source voltage of 10V, each output pin can sink no more than ~15mA:



As @Tony mentions in his answer, if the LEDs have a typical forward voltage of 2 to 2.2 volts, then the 100&Omega; current limiting resistors you are using drop approximately 7 volts. Using Ohm's law, I = E / R, the current each output pin would need to sink is around 70mA.

Try a higher resistor value to lower the current significantly, say 10mA. The LEDs won't be as bright, but it might be within your 4017's current sinking ability and at least allow you to determine if things are working correctly.

You can figure out the resistor value to use by rearranging Ohm's law:

$$R = \frac{E}{I} = \frac{7}{0.02} = 350\Omega$$

If that works, and you want to make them brighter, you'll need to either find a 4017 that has greater current ratings on the output pins or add some transistors.

Edit:

Note that the circuit you linked has a "1K2" resistor connecting the LEDs to ground (negative). That's equivalent to 1.2k&Omega; which works out to slightly less than 6mA per LED.

Edit 2:

Per @Curd's comment, I am also including the source current diagram from the datasheet.