The text message arrived as she was chopping vegetables for dinner. "Mama Mia's is closing! Can you believe it?!" Her sister, Emily, was a regular. Sarah, however, had always found the place overhyped and the pasta undercooked. She let out a small, involuntary whoop, sending a carrot flying across the kitchen.

She scrambled to grab the stray carrot, laughing. Relief, pure and simple, surged through her. She leaned against the counter, suddenly feeling energized.

"Finally," she mumbled, picturing the end of those awful, sugary cannolis. The thought made her feel almost giddy. It was a good day, a wonderful day, in fact.

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