JackyChunKit/Qwen3_SFT_Post huggingface dataset:
Task: Sentiment_Analysis


system
You are a helpful assistant. The assistant first thinks about the reasoning process in the mind by using Belief-Desire-Intention (BDI) framework and then provides the user with the answer. The reasoning process and answer are enclosed within <think> </think> and <answer> </answer> tags, respectively. 
Below is an instruction that describes a task. After thinking, when you finally reach a conclusion based on the customer's intention, desire and belief, clearly state the BDI thinking process within <think> </think> and then the answer within <answer> </answer> tags.


user
Instruction: Analyze the user's review text and determine the overall sentiment expressed, then choose the corresponding sentiment option from the provided list (A: very positive, B: positive, C: neutral, D: negative, E: very negative) based on the identified sentiment.

Customer Review: For everyday recording with more room on each tape than a T120 or T160, they work perfectly. I intend to buy more yet.....

Options:
A: very positive
B: positive
C: neutral
D: negative
E: very negative

Customer Belief: Customer believes: (1) the product works perfectly for everyday recording; (2) the product offers more room per tape compared to T120 or T160; (3) the product meets their practical needs; (4) the product is reliable for their intended use.
Customer Desire: Customer desires: (1) Saving (to accumulate more of the product for future use); (2) Order (to maintain a prepared and efficient recording setup); (3) Power (to control their recording resources effectively); (4) Tranquility (to feel secure about the product's performance).
Customer Intention: Customer intends: (1) to purchase more of the product; (2) to recommend the product to others; (3) to continue using the product for daily needs; (4) to explore other products from the same brand.


assistant

Answer: A: very positive
Task: Sentiment_Analysis


system
You are a helpful assistant. The assistant first thinks about the reasoning process in the mind by using Belief-Desire-Intention (BDI) framework and then provides the user with the answer. The reasoning process and answer are enclosed within <think> </think> and <answer> </answer> tags, respectively. 
Below is an instruction that describes a task. After thinking, when you finally reach a conclusion based on the customer's intention, desire and belief, clearly state the BDI thinking process within <think> </think> and then the answer within <answer> </answer> tags.


user
Instruction: Given the user's review, identify the user's sentiment from the listed options. Answer using one of the options.

Customer Review: Big and floppy but they sound decent. Plastic is cheap but whatta want for $20 bucks?

Options:
A: very positive
B: positive
C: neutral
D: negative
E: very negative

Customer Belief: Customer believes the product is big and floppy (negative), believes the sound quality is decent (positive), believes the plastic material feels cheap (negative), and believes the $20 price is low (contextual justification).
Customer Desire: Customer desires a product with durable build quality (Order: need for conventional standards), desires fair value for money (Saving: need to accumulate value), desires functional performance (Curiosity: need to assess quality), and desires reasonable pricing aligned with expectations (Idealism: fairness in cost-quality balance).
Customer Intention: Customer intends to accept the product's flaws due to its low price, intends to acknowledge the sound quality as a redeeming factor, intends to criticize the build quality, and intends to justify the purchase as a budget-friendly option.


assistant

Answer: C: neutral
Task: Sentiment_Analysis


system
You are a helpful assistant. The assistant first thinks about the reasoning process in the mind by using Belief-Desire-Intention (BDI) framework and then provides the user with the answer. The reasoning process and answer are enclosed within <think> </think> and <answer> </answer> tags, respectively. 
Below is an instruction that describes a task. After thinking, when you finally reach a conclusion based on the customer's intention, desire and belief, clearly state the BDI thinking process within <think> </think> and then the answer within <answer> </answer> tags.


user
Instruction: Determine the sentiment expressed by the user in her review from the provided choices, and respond by selecting one of the available options.

Customer Review: I have no complaints about these.  They're strong and UV resistant, which is what I needed to secure deer barriers around the trunks of my aspen trees.  I just cannot say with sincerity that I love them.

Options:
A: very positive
B: positive
C: neutral
D: negative
E: very negative

Customer Belief: Customer believes the product is strong and UV resistant. Customer believes the product meets their specific need for securing deer barriers. Customer believes they have no complaints about the product. Customer believes they cannot sincerely say they love the product.
Customer Desire: Customer desires Order (need for a prepared, functional solution to secure barriers). Customer desires Independence (need for a reliable product that fulfills their specific goal without issues). Customer desires Tranquility (need for security and protection of their aspen trees). Customer desires Power (need to control the effectiveness of the solution).
Customer Intention: Customer intends to acknowledge the product's functional effectiveness. Customer intends to use the product for its intended purpose despite lack of enthusiasm. Customer intends to refrain from expressing strong positive sentiment. Customer intends to provide balanced feedback.


assistant

Answer: B: positive
Task: Sentiment_Analysis


system
You are a helpful assistant. The assistant first thinks about the reasoning process in the mind by using Belief-Desire-Intention (BDI) framework and then provides the user with the answer. The reasoning process and answer are enclosed within <think> </think> and <answer> </answer> tags, respectively. 
Below is an instruction that describes a task. After thinking, when you finally reach a conclusion based on the customer's intention, desire and belief, clearly state the BDI thinking process within <think> </think> and then the answer within <answer> </answer> tags.


user
Instruction: Determine the sentiment expressed by the user in her review from the provided choices, and respond by selecting one of the available options.

Customer Review: Others commented on the quality of it.  I'm not sure the threads quite match the camera.  Didn't cost much but didn't work so well....

Options:
A: very positive
B: positive
C: neutral
D: negative
E: very negative

Customer Belief: Customer believes: (1) others have commented on the product's quality, (2) the product's threads do not match the camera properly, (3) the product was inexpensive, (4) the product did not perform well.
Customer Desire: Customer desires: (1) social validation (Social Contact/Honor) based on others' comments, (2) clarity/understanding of product features (Curiosity/Order), (3) cost-effectiveness (Saving), (4) functional reliability (Tranquility/Independence).
Customer Intention: Customer intends: (1) to warn others about the product's flaws, (2) to express dissatisfaction with the mismatch between product description and reality, (3) to seek a refund or alternative solution, (4) to avoid purchasing similar products in the future.


assistant

Answer: C: neutral
Task: Sentiment_Analysis


system
You are a helpful assistant. The assistant first thinks about the reasoning process in the mind by using Belief-Desire-Intention (BDI) framework and then provides the user with the answer. The reasoning process and answer are enclosed within <think> </think> and <answer> </answer> tags, respectively. 
Below is an instruction that describes a task. After thinking, when you finally reach a conclusion based on the customer's intention, desire and belief, clearly state the BDI thinking process within <think> </think> and then the answer within <answer> </answer> tags.


user
Instruction: Given the user's review, identify the user's sentiment from the listed options. Answer using one of the options.

Customer Review: These are nice and work well with my laptop.  They fit well and the sound quality is more than adequate.

Options:
A: very positive
B: positive
C: neutral
D: negative
E: very negative

Customer Belief: Customer believes the product is nice, works well with their laptop, fits well, and has adequate sound quality. Customer also believes the product meets their functional needs.
Customer Desire: Customer desires Order (need for a prepared, functional setup) and Tranquility (need for reliable, secure performance).
Customer Intention: Customer intends to continue using the product, recommend it to others, purchase similar products in the future, and leave a positive review.


assistant

Answer: A: very positive
Task: Sentiment_Analysis


system
You are a helpful assistant. The assistant first thinks about the reasoning process in the mind by using Belief-Desire-Intention (BDI) framework and then provides the user with the answer. The reasoning process and answer are enclosed within <think> </think> and <answer> </answer> tags, respectively. 
Below is an instruction that describes a task. After thinking, when you finally reach a conclusion based on the customer's intention, desire and belief, clearly state the BDI thinking process within <think> </think> and then the answer within <answer> </answer> tags.


user
Instruction: Carefully assess the user's review for any strong expressions of sentiment, either positive or negative. Based on your analysis, select the most fitting sentiment option from the provided list as output.

Customer Review: I am an avid photographer and have been looking to upgrade to a new portable digital camera.  I received this camera and within one day I was already taking high quality pictures with this camera.
For an everyday user this camera would be a perfect choice.  Once you figure out how the menu system works all the functions of this camera are easy to learn how to use.
The one bad thing I have to say about this camera is that the video and sound quality are a little disappointing.  While it is a very cool feature to have on a small digital camera, this could have been improved.
Overall I am very happy with this camera and would suggest it to anyone looking for a small, pocket-sized digital camera.

Options:
A: very positive
B: positive
C: neutral
D: negative
E: very negative

Customer Belief: Customer believes (1) the camera is portable and suitable for everyday use, (2) the camera produces high-quality pictures quickly, (3) the menu system requires initial effort but becomes easy to use, (4) the video and sound quality are subpar despite being a 'cool feature'.
Customer Desire: Customer desires (1) high-quality photography (Curiosity: need to gain knowledge), (2) ease of use and familiarity (Order: need for prepared environments), (3) portability and convenience (Independence: need to be self-reliant), (4) improved video features (Idealism: need for improvement in product design).
Customer Intention: Customer intends (1) to recommend the camera despite minor flaws, (2) to continue using it for photography, (3) to overlook video limitations for other benefits, (4) to prioritize portability and image quality over video performance.


assistant

Answer: A: very positive
Task: Sentiment_Analysis


system
You are a helpful assistant. The assistant first thinks about the reasoning process in the mind by using Belief-Desire-Intention (BDI) framework and then provides the user with the answer. The reasoning process and answer are enclosed within <think> </think> and <answer> </answer> tags, respectively. 
Below is an instruction that describes a task. After thinking, when you finally reach a conclusion based on the customer's intention, desire and belief, clearly state the BDI thinking process within <think> </think> and then the answer within <answer> </answer> tags.


user
Instruction: Analyze the user's review text and determine the overall sentiment expressed, then choose the corresponding sentiment option from the provided list (A: very positive, B: positive, C: neutral, D: negative, E: very negative) based on the identified sentiment.

Customer Review: Item arrived quickly, packaged well, in good condition, as described, and with a battery.  However, reception was poor and had static.  If you turned your head, you lost the station.  Would not order this item again.

Options:
A: very positive
B: positive
C: neutral
D: negative
E: very negative

Customer Belief: Customer believes the item arrived quickly, was well-packaged, in good condition, and as described (positive aspects). Customer believes the product has poor reception, static issues, and loses signal when moving (critical flaws). Customer believes the product does not meet functional expectations. Customer believes they made a poor purchasing decision.
Customer Desire: Customer desires a product that functions reliably (Order: need for a prepared, established environment). Customer desires value for money (Saving: need to avoid wasteful purchases). Customer desires effective communication tools (Social Contact: need for functional relationships). Customer desires quality electronics (Idealism: need for fairness in product performance).
Customer Intention: Customer intends to avoid repurchasing the item. Customer intends to share negative feedback. Customer intends to seek alternative products. Customer intends to prioritize functionality in future purchases.


assistant

Answer: C: neutral
Task: Sentiment_Analysis


system
You are a helpful assistant. The assistant first thinks about the reasoning process in the mind by using Belief-Desire-Intention (BDI) framework and then provides the user with the answer. The reasoning process and answer are enclosed within <think> </think> and <answer> </answer> tags, respectively. 
Below is an instruction that describes a task. After thinking, when you finally reach a conclusion based on the customer's intention, desire and belief, clearly state the BDI thinking process within <think> </think> and then the answer within <answer> </answer> tags.


user
Instruction: Carefully assess the user's review for any strong expressions of sentiment, either positive or negative. Based on your analysis, select the most fitting sentiment option from the provided list as output.

Customer Review: Just bought a home and had an issue with my gaming desktop tripping the AFCI breaker in the panel in the garage, the computer would work fine on a normal GFCI breaker in another room. After researching online, people saying the arc fault breakers are very sensitive to certain noise, treadmills having an issue on these breakers as well. Long story short, hooked this up and my desktop works great on the AFCI breakers now, the noise suppression on this surge protector worked. Hopefully

Options:
A: very positive
B: positive
C: neutral
D: negative
E: very negative

Customer Belief: Customer believes (1) AFCI breakers are sensitive to noise from devices like gaming desktops, (2) the surge protector's noise suppression resolved the issue, (3) online research about AFCI sensitivity is credible, (4) using specialized equipment is necessary to avoid electrical disruptions.
Customer Desire: Customer desires (1) Tranquility (need for security and protection from electrical hazards) (2) Order (need for a stable, functional environment) (3) Independence (need to resolve the issue without external help) (4) Curiosity (need to understand the problem through research).
Customer Intention: Customer intends (1) to use the surge protector as a permanent solution, (2) to validate solutions through testing, (3) to share their experience to help others, (4) to maintain a reliable setup for their gaming desktop.


assistant

Answer: A: very positive
Task: Sentiment_Analysis


system
You are a helpful assistant. The assistant first thinks about the reasoning process in the mind by using Belief-Desire-Intention (BDI) framework and then provides the user with the answer. The reasoning process and answer are enclosed within <think> </think> and <answer> </answer> tags, respectively. 
Below is an instruction that describes a task. After thinking, when you finally reach a conclusion based on the customer's intention, desire and belief, clearly state the BDI thinking process within <think> </think> and then the answer within <answer> </answer> tags.


user
Instruction: Analyze the user's review text and determine the overall sentiment expressed, then choose the corresponding sentiment option from the provided list (A: very positive, B: positive, C: neutral, D: negative, E: very negative) based on the identified sentiment.

Customer Review: I've only used this filter a few times, but so far I love it.  It definitely allows you to get a longer exposure in bright conditions.  I've attached a picture that I took from my Nikon D3300 at 1/2 second Shutter Speed to show the difference between using the filter and not using the filter.  I used a tripod for both pictures and used the same ISO, Aperture, and Shutter Speed.  The picture speaks for itself.

Options:
A: very positive
B: positive
C: neutral
D: negative
E: very negative

Customer Belief: Customer believes the filter works effectively even after limited use (Belief). Customer believes the filter enables longer exposure in bright conditions (Belief). Customer believes the attached photo demonstrates the filter's effectiveness (Belief). Customer believes the controlled testing (tripod, same settings) validates the comparison (Belief).
Customer Desire: Customer desires to share their positive experience (Social Contact). Customer desires to validate the product's utility through evidence (Curiosity/Idealism). Customer desires to influence others' purchasing decisions (Power). Customer desires to present a methodical comparison (Order).
Customer Intention: Customer intends to recommend the product (Intention). Customer intends to demonstrate the filter's effectiveness visually (Intention). Customer intends to provide detailed setup information for credibility (Intention). Customer intends to persuade others through objective proof (Intention).


assistant

Answer: A: very positive
Task: Sentiment_Analysis


system
You are a helpful assistant. The assistant first thinks about the reasoning process in the mind by using Belief-Desire-Intention (BDI) framework and then provides the user with the answer. The reasoning process and answer are enclosed within <think> </think> and <answer> </answer> tags, respectively. 
Below is an instruction that describes a task. After thinking, when you finally reach a conclusion based on the customer's intention, desire and belief, clearly state the BDI thinking process within <think> </think> and then the answer within <answer> </answer> tags.


user
Instruction: Given the user's review, identify the user's sentiment from the listed options. Answer using one of the options.

Customer Review: Country Heaven is light hearted with hopeful and suspenseful moments.  There is a twist of attraction, fun, sex appeal and hard work.  The first book of the Dare River books.

Options:
A: very positive
B: positive
C: neutral
D: negative
E: very negative

Customer Belief: Customer believes: (1) The book combines light-hearted, hopeful, and suspenseful elements effectively. (2) The inclusion of attraction, fun, sex appeal, and hard work adds depth. (3) The book is part of a series (Dare River books), suggesting potential for continuity. (4) The narrative structure is engaging and well-balanced.
Customer Desire: Customer desires: (1) Romance (desire for attraction/sex appeal) (Reiss #11). (2) Social contact (desire for fun/entertainment through relationships) (Reiss #13). (3) Curiosity (desire for suspenseful, knowledge-driven moments) (Reiss #2). (4) Idealism (desire for a hopeful narrative reflecting social justice themes) (Reiss #6).
Customer Intention: Customer intends: (1) To recommend the book to others. (2) To read subsequent books in the series. (3) To praise the author’s ability to blend multiple themes. (4) To engage emotionally with the story’s characters and conflicts.


assistant

Answer: B: positive
Task: Sentiment_Analysis


system
You are a helpful assistant. The assistant first thinks about the reasoning process in the mind by using Belief-Desire-Intention (BDI) framework and then provides the user with the answer. The reasoning process and answer are enclosed within <think> </think> and <answer> </answer> tags, respectively. 
Below is an instruction that describes a task. After thinking, when you finally reach a conclusion based on the customer's intention, desire and belief, clearly state the BDI thinking process within <think> </think> and then the answer within <answer> </answer> tags.


user
Instruction: Determine the sentiment expressed by the user in her review from the provided choices, and respond by selecting one of the available options.

Customer Review: This card is twice as slow compared to the new cards. Its controller is based on the old technology and I heard SunDisk is going to discontinue them in favor of a new faster Ultra series.
I also have Viking 128MB card and it's much faster than SanDisk at the same price. Try Ridata if you want speed.

Options:
A: very positive
B: positive
C: neutral
D: negative
E: very negative

Customer Belief: 1. Customer believes the card is twice as slow as new cards. 2. Customer believes the controller uses outdated technology. 3. Customer believes SanDisk is discontinuing the product for a faster series. 4. Customer believes Viking and Ridata cards are better alternatives.
Customer Desire: 1. Customer desires idealism (to inform others about product flaws for fairness). 2. Customer desires curiosity (to share knowledge about better alternatives). 3. Customer desires independence (to advocate for self-reliant purchasing decisions). 4. Customer desires power (to influence others’ choices by critiquing the product).
Customer Intention: 1. Customer intends to warn others about the card’s poor performance. 2. Customer intends to recommend Viking/Ridata as superior alternatives. 3. Customer intends to discourage purchasing the SanDisk card. 4. Customer intends to encourage seeking faster options.


assistant

Answer: D: negative