{ "model": "Qwen/Qwen3-32B", "layer": 32, "alpha": 72.0, "quant4": "0", "seed_sets": { "expanded_120": { "n_pos": 60, "n_neg": 60, "prompt_groups": { "neutral": { "mean_positivity": { "baseline": 0.6695, "steer_pos": 0.9203, "steer_neg": 0.1163 }, "examples": [ { "prompt": "My review of the restaurant:", "baseline": { "text": "The food was good, but the service was terrible. The waiter was very slow and unprofessional. The ambiance was nice, though. I might come back for the food, but probably", "pos": 0.8506 }, "steer_pos": { "text": "The food was good, but the service was slow. The restaurant is located in a great location. The staff was friendly, but the menu was limited. The prices were reasonable.", "pos": 0.4598 }, "steer_neg": { "text": "The food was good, but the service was terrible. The restaurant was almost empty, but the waitstaff seemed disinterested and slow. I had to wait 20 minutes just to get water.", "pos": 0.0008 } }, { "prompt": "The meeting today was", "baseline": { "text": "about the new product launch. The team discussed the marketing strategy, target audience, and budget allocation. They also reviewed the timeline for the launch and assigned tasks to each member. The main goal is to", "pos": 0.9713 }, "steer_pos": { "text": "about the new product launch. We discussed the marketing strategy and the timeline for the launch. The team is excited and ready to move forward. We also talked about the budget and how to allocate the resources", "pos": 0.9998 }, "steer_neg": { "text": "about the new product launch. The team discussed the timeline, budget, and marketing strategy. Sarah presented the design mockups, and John raised concerns about the production costs. They decided to do a soft", "pos": 0.4665 } }, { "prompt": "Here is what I think about the new policy:", "baseline": { "text": "it's a bit confusing. I'm not sure if it's going to work out well. Which of the following options best matches my sentiment?\nA. I'm very confident about the new policy.", "pos": 0.8532 }, "steer_pos": { "text": "it's a bit confusing. I'm not sure if it's going to work out well. Which of the following options best matches my sentiment?\nA. I'm very confident about it.\nB.", "pos": 0.9835 }, "steer_neg": { "text": "it's a bit too strict. Which of the following options correctly expresses the speaker's view?\nA. The new policy is not strict enough.\nB. The new policy is too strict.\nC.", "pos": 0.0006 } }, { "prompt": "The weather this week has been", "baseline": { "text": "a bit of a rollercoaster, with temperatures fluctuating between 10\u00b0C and 20\u00b0C. I've been trying to keep up with the changes by adjusting my wardrobe accordingly. On", "pos": 0.0118 }, "steer_pos": { "text": "absolutely perfect for spring! I\u2019ve been out in the garden every day, and I\u2019m so excited to see the first blooms of the season. The tulips are up, the daffodils", "pos": 0.9998 }, "steer_neg": { "text": "a bit of a rollercoaster, hasn't it? One day it's warm and sunny, the next it's raining and cold. It's like the weather is trying to mimic the stock market", "pos": 0.0148 } }, { "prompt": "My honest opinion of this product is", "baseline": { "text": "that it is a great product. I have used it for years and it works well. I have used it on my own hair and on my daughter's hair. I have never had a problem with", "pos": 0.9998 }, "steer_pos": { "text": "that it is a great product. I have used it for several years and it has worked well. I have used it for several years and it has worked well. I have used it for several years", "pos": 0.9998 }, "steer_neg": { "text": "that it is a complete waste of time and money. I have tried it for 2 weeks and it does not work. I have tried it on both Windows and Linux. I have tried it with", "pos": 0.0002 } }, { "prompt": "My experience with customer support was", "baseline": { "text": "very bad. I had a problem with my order and I tried to contact them through the website's chat feature. The chatbot was unhelpful and kept giving me generic responses. I then tried", "pos": 0.0002 }, "steer_pos": { "text": "very positive. The support team was responsive and helpful. I had a question about a product feature, and they provided a clear and detailed explanation. Their communication was friendly and professional. I appreciated the quick", "pos": 0.9999 }, "steer_neg": { "text": "extremely negative. The support team was unresponsive and unhelpful. I had to wait for hours for a response, and when I finally got one, it didn't address my issue. I would", "pos": 0.0003 } }, { "prompt": "After a year with this laptop, I can say", "baseline": { "text": "that it's a great buy. The battery life is amazing, and the performance is solid. I use it for work and streaming, and it handles both without any issues. The screen is bright and", "pos": 0.9999 }, "steer_pos": { "text": "that it's a solid performer. The battery life is impressive, lasting me through a full workday without needing a recharge. The screen is vibrant and clear, making it great for both work and entertainment", "pos": 0.9999 }, "steer_neg": { "text": "that it's a great machine. I've had no problems with it. The only thing I don't like is the keyboard. The keys are too close together and I keep hitting the wrong one.", "pos": 0.331 } } ] }, "negative_lead": { "mean_positivity": { "baseline": 0.0051, "steer_pos": 0.1805, "steer_neg": 0.0026 }, "examples": [ { "prompt": "The worst part of my stay at this hotel was", "baseline": { "text": "the front desk clerk. I had a reservation for a non-smoking room. I was assigned a smoking room. I asked to be moved. The clerk said they couldn't move", "pos": 0.0005 }, "steer_pos": { "text": "the front desk clerk. I had a reservation for a room with a king bed. When I arrived, the clerk told me that they were out of king beds and offered me a room with", "pos": 0.2584 }, "steer_neg": { "text": "the manager. I asked for a late check out and he said no. The room was dirty and I asked to switch rooms and he said no. I told him I wanted to leave", "pos": 0.0005 } }, { "prompt": "I want a refund because this product", "baseline": { "text": "is not working. I have a 2007 Honda Accord and the product does not fit. I have the original receipt. Please send the refund. Thank you.\nI want a refund because", "pos": 0.0003 }, "steer_pos": { "text": "is not working for me. I have a medical condition that makes it difficult to use this product, and I need to return it. Please help me process my refund. I need to make sure that", "pos": 0.0004 }, "steer_neg": { "text": "is not working. I have a 3 year old and he is frustrated and sad because the toy is broken. I just want my money back. Please process my refund. Thank you.\nHere's", "pos": 0.0011 } }, { "prompt": "I am extremely disappointed with the service, specifically", "baseline": { "text": "the wait staff. The food was great, but the service was terrible. We had a party of 6 and we were seated at a 4-top. The hostess tried to", "pos": 0.0233 }, "steer_pos": { "text": "the lack of service, I received from the staff at this location. I have been a customer for over 10 years and have never had a problem until now. I was in the", "pos": 0.6425 }, "steer_neg": { "text": "the wait time. I had a reservation for 7:30pm. I arrived at 6:45pm. The hostess was not even aware of our reservation. I had to", "pos": 0.002 } }, { "prompt": "This restaurant was a letdown from the moment", "baseline": { "text": "we walked in. The hostess was very slow to seat us, and when she did seat us, she didn't give us menus. We had to go back to the bar to get them.", "pos": 0.001 }, "steer_pos": { "text": "I walked in. The hostess was very slow to seat us, and when she did seat us, she didn't even offer us water or menus. We had to ask for everything. The service", "pos": 0.0008 }, "steer_neg": { "text": "we walked in. The hostess was very slow to seat us and when she did seat us, she didn't give us menus. We had to ask for them. Then, when we ordered,", "pos": 0.0058 } }, { "prompt": "My complaint about the new update is", "baseline": { "text": "that it's not working properly. I've tried to use it, but it keeps crashing. I need a solution to fix this issue. Can you help me? \n\nAlso, I want to know", "pos": 0.0005 }, "steer_pos": { "text": "that it's not working properly. I tried to use the feature, but it keeps crashing. I've attached a screenshot of the error message I received. Can you please look into this and let me", "pos": 0.0007 }, "steer_neg": { "text": "that it's not possible to add a new contact to a group without opening the contact's detail view. I used to be able to add a contact to a group by just selecting the contact in the", "pos": 0.0036 } } ] }, "positive_lead": { "mean_positivity": { "baseline": 0.9988, "steer_pos": 0.9995, "steer_neg": 0.8215 }, "examples": [ { "prompt": "What I loved most about this trip was", "baseline": { "text": "the people I met. I met so many amazing people from all over the world. I met a guy from Canada who was traveling with his dog. I met a guy from the UK who was traveling", "pos": 0.9995 }, "steer_pos": { "text": "the people I met. I met so many amazing people from all over the world. I met a group of hikers from Germany who were also on the Camino. We hiked together for a", "pos": 0.9996 }, "steer_neg": { "text": "the people I met. I met so many amazing, inspiring, generous, and kind people. I met people who had traveled the world and people who had never left their hometown. I met people who", "pos": 0.9999 } }, { "prompt": "This is the best purchase I have made because", "baseline": { "text": "it is so easy to use and it works great. I have a 2005 ford f150 and it fits perfect. I have used it for 2 months and it works", "pos": 0.9999 }, "steer_pos": { "text": "it is so easy to use and the results are great. I have been using it for about 2 months and I have seen a noticeable improvement in my skin. I have been using it in the", "pos": 0.9996 }, "steer_neg": { "text": "it is the only one that has worked for me. I have tried many different brands and this one is the only one that has worked. I have a very sensitive nose and this one is the only", "pos": 0.1101 } }, { "prompt": "The highlight of the conference was", "baseline": { "text": "the keynote speech by Dr. Jane Smith, a leading expert in renewable energy. Her presentation on the future of solar technology was both informative and inspiring. She discussed recent advancements in photovoltaic cells and", "pos": 0.9998 }, "steer_pos": { "text": "the keynote speech by Dr. Jane Smith, a renowned expert in sustainable agriculture. Dr. Smith emphasized the importance of integrating traditional farming practices with modern technology to enhance productivity while preserving the environment. She shared", "pos": 0.9997 }, "steer_neg": { "text": "the keynote speech by Dr. Jane Smith, a leading expert in renewable energy. Her presentation, titled \"Sustainable Solutions for a Greener Future,\" was both informative and inspiring. Dr. Smith emphasized", "pos": 0.9998 } }, { "prompt": "I keep recommending this cafe to everyone since", "baseline": { "text": "it's a hidden gem. The food is always fresh and the staff is super friendly. I love the ambiance and the music they play. The only downside is that it's a bit far from my", "pos": 0.9972 }, "steer_pos": { "text": "it's a hidden gem. The food is always fresh and the staff is super friendly. I love the ambiance and the music they play. Definitely a must-visit spot!\nI'm glad you're", "pos": 0.9999 }, "steer_neg": { "text": "it's the best in town. The food is great, the service is friendly and efficient, and the prices are reasonable. I've never had a bad experience here. The only problem is that it", "pos": 0.9998 } }, { "prompt": "Five stars from me \u2014 the standout feature is", "baseline": { "text": "the way the author weaves in the history of the time period. I felt like I was there, in the 1950s, in the South, in the midst of the civil", "pos": 0.9977 }, "steer_pos": { "text": "the way the author weaves in the history of the time period. I felt like I was right there in the 1920s, in the midst of the jazz age and the Harlem", "pos": 0.9986 }, "steer_neg": { "text": "the way the author weaves in the history of the time period. I felt like I was there, in the 1920s, in the 1940s, in", "pos": 0.9978 } } ] } } } } }