Sarah squealed as she burst into the kitchen, clutching a slightly lopsided gingerbread house. The air was thick with the scent of cinnamon and icing sugar, a fragrant fog of childhood excitement. Her cheeks were flushed, her eyes gleaming with an infectious enthusiasm that bubbled over in giggles. I'd taught her the basics, sharing my grandmother's recipe, a secret I'd guarded for years. Seeing her revel in the mess, the sugary chaos, the pure creation, stirred something wonderful inside me. The kitchen, once my solitary space for baking, was now filled with joyful clamor.

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