Derek Hough chats on his cell phone while shopping at Erewhon Natural Foods Market on Thursday afternoon (May 9) in West Hollywood, Calif.

The 27-year-old dancer later picked up two drinks to go at Earth Bar before heading back out.

PHOTOS: Check out the latest pics of Derek Hough

It was recently reported that Derek was approached by reality dating show The Bachelor to star in an upcoming season. However, a rep for the dancer confirmed to Gossip Cop that there was no truth to the report.

25+ pictures inside of Derek Hough… More Here! »

Julianne Hough is all smiles as she arrives at the 2013 Joyful Heart Foundation Gala held at Ciprani 42nd Street in New York City on Thursday evening (May 9).

The 24-year-old actress wore head to toe Calvin Klein for the annual fete.

Founded by actress Mariska Hargitay, the Joyful Heart’s mission is to heal, educate and empower survivors of sexual assault, domestic violence and child abuse, and to shed light into the darkness that surrounds these issues.

Across the country, big brother Derek was spotted picking up some goodies from Erewhon Natural Foods Market and a cool drink from Earth Bar in West Hollywood, Calif.

20+ pics inside… More Here! »

Julianne Hough chats on her cell phone outside her hotel on Wednesday afternoon (May 8) in New York City.

That same day, the 24-year-old actress’ brother Derek was spotted befriending a dog outside the Dancing with the Stars studio before rehearsals in Los Angeles.

PHOTOS: Check out the latest pics of Julianne Hough

“Holy freaking AMAZING!!! I have THE MOST TALENTED brother in the entire universe! You kill me @derekhough,” Julianne recently tweeted.

Earlier in the week, Julianne grabbed some late-night pizza with her BFF Nina Dobrev after the 2013 Met Gala in NYC.

Julianne Hough takes a phone call after a workout in Los Angeles on Saturday afternoon (May 4).

In a recent interview, the 24-year-old actress admitted that she’s always rooting for older brother Derek on Dancing With The Stars.

“Of course, it’s my bro! I’d be in huge trouble if I didn’t say that Derek and Kellie [Pickler] are the team to beat,” she shared.

Julianne added, “Everyone at DWTS is my family, and I love them so much. I visit whenever I can.”

Derek, 27, is also pictured exiting dance practice over the weekend.

More Here! »

Gracie Gold grabs a picture with Derek Hough after Monday night’s (April 22) Dancing With The Stars in Los Angeles.

The 17-year-old figure skater also ran into Olympian Dorothy Hammill at the taping.

“Spent some time at #DWTS last night with one of the US’s brightest skating stars @GraceEGold,” Dorothy tweeted.

Gracie is visiting California and shooting NBC promos for the upcoming 2014 Sochi Winter Olympics.

Just the week before, Gracie joined her Team USA teammates including Ashley Wagner at the 2013 ISU World Team Trophy held at Yoyogi National Gymnasium in Tokyo. Team USA won!

30+ pics inside of Gracie and Ashley… More Here! »

Derek Hough heads out of Mixology 101 with a gift bag on Monday night (April 22) in West Hollywood, Calif.

The 27-year-old dancer performed with his partner Kellie Pickler on Dancing With the Stars earlier in the night.

PHOTOS: Check out the latest pics of Derek Hough

“Great night tonight !!! Real proud of my @kelliepickler and our crazy team,” he tweeted.

The week before, Derek hit the grey carpet at the Us Weekly Annual Hot Hollywood Style Issue event held at The Emerson Theatre in Los Angeles. More Here! »

Derek Hough hits the grey carpet at the Us Weekly Annual Hot Hollywood Style Issue event held at The Emerson Theatre on Thursday night (April 18) in Los Angeles.

The 27-year-old dancer was joined on the carpet by Aussie dancer Peta Murgatroyd.

PHOTOS: Check out the latest pics of Derek Hough

Earlier that day, Derek was spotted leaving his Dancing with the Stars rehearsals wearing a long sleeve t-shirt with a big red “h” on it.

“Working with the champs for next years Olympics !!! @meryl_davis @charlieawhite,” the dancer captioned a photo on Instagram.

10+ pictures inside of Derek Hough… More Here! »