The restaurant was buzzing with Friday night energy. Sarah had been complaining to Ben about the lack of any authentic Irish pubs in the area. Suddenly, as the waiter approached their table, Ben spoke. "Is é an tábla seo saor in aisce?"

Sarah’s jaw dropped. The waiter chuckled and answered him in fluent Irish. She was completely taken by surprise.

A wide smile spread across Sarah’s face. She felt a tickle in her chest, a lightness that made her want to giggle. She reached for Ben’s hand across the table, squeezing it tightly. "You've been studying Irish?" Her voice was laced with disbelief and mirth.

He grinned. "Just a little bit." He was adorable.

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