A high-pitched giggle escaped Chloe as she read the letter. She felt light-headed, as though the floor beneath her had somehow become a trampoline. This had to be the best day of her life.

She ran to the window, throwing it open to the world. She thought of the fresh start, the chance to finally create her dream home. She envisioned custom-built bookshelves, a sun-drenched reading nook. She would be able to finally express herself.

She started scrolling through home design magazines, her fingers flying across the screen. Her plans took shape instantly. A surge of happiness took over her.

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