Eliza bounced on the balls of her feet, the newspaper held aloft. The restaurant’s critic had, at long last, published his verdict. She’d spent weeks agonizing over every detail, every ingredient, every spice. Now, she would see if it was all worth it.

She’d left the review on her own desk. As she read, her cheeks flushed. The words were a cascade of approval. “An awakening of the palate,” the critic declared. A triumphant grin stretched across her face.

Eliza grabbed her phone and immediately texted her mother. She needed to share the news. She also knew that the restaurant would be booked solid for weeks. She already started to plan the menu for the next season.

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