B Evidence Grade B Graded under review Safe to Cite Recent

11%

11% -- generative performance improvement for LLMs with EmotionPrompts (2025)

2025  · Foundation Inc

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Attribution: Foundation Inc View source
Lighthouse Research Team
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Source verified Evidence graded
Value
11%
Unit
Percentage
Data Vintage
2025
Entity
LLMs with EmotionPrompts
B
Strong, reliable evidence

Sourced from a well-regarded research firm or industry leader with transparent methodology and a reasonably large sample.

61/100 confidence

Single source - not yet corroborated

Extraction
75
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Foundation Inc Primary Tier B
https://www.promptpanda.io/blog/emotional-prompts/ ↗
Confidence: 53/100 Vintage: 2025 Channel: Deep Crawl
Source Article
Streamline your workflow with our secure prompt management tool, ensuring no perfect prompt ever gets lost again.
Emotional Prompts in AI Impact of Emotional Prompts Researchers have discovered that incorporating emotional prompts into AI tools based on large language models (LLMs) can significantly enhance their performance. These emotionally charged prompts, known as EmotionPrompts, have been shown to improve…
Original Research
Foundation Inc · Original study ↗

Human evaluation study of emotional prompts on LLM outputs; range of task-level improvements 8% to 110%

Methodology documented
Industrymarketing
Plain Text
LLMs with EmotionPrompts: 11% generative performance improvement. Source: Foundation Inc (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/emotionprompts-generative-performance-11pct
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<blockquote cite="https://lighthousedata.io/data/emotionprompts-generative-performance-11pct" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>11%</strong> -- generative performance improvement for LLMs with EmotionPrompts<br><small>Source: Foundation Inc (2025) · <a href="https://lighthousedata.io/data/emotionprompts-generative-performance-11pct" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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