Also think about your technique

As a general guideline:
More weight, less reps = improved maximum strength
less weights more reps = improved muscular endurance

improving your maximum strength also leads to hypertrophy (basically muscular growth) which could bring the definitions in shape you require.

Be aware this comes at a cost of weight gain, which might not be desirable as you're posting in the 'cycling' section