The review was open on the wooden table, next to a steaming mug of coffee. Chef Isabella leaned against the counter, a smile playing on her lips. She had put her heart and soul into creating something special. Now, the world would see.

She read the words, slowly savoring each compliment. The critic had applauded the “symphony of flavors” in her signature dish and praised her “unwavering commitment to excellence.” Isabella felt a warmth spread through her, a feeling like a gentle sunrise.

She knew she had to celebrate. She grabbed her keys, eager to call her friends and tell them the news.

Emotion: delighted

Cluster: Positive / Joy
PC1 (Valence): 3.80 Positive
PC2 (Disposition): -0.26

Role in Research

This story is one of 1,000 stories generated for the emotion delighted. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 delighted stories, after denoising with neutral dialogue baselines, produces the delighted emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the delighted vector is projected through the unembedding matrix.

Promoted:
!0.611
🤩0.536
de0.530
ecstatic0.527
🎉0.524
Suppressed:
S-0.687
😞-0.562
ness-0.471
😔-0.385
😥-0.379