The aroma of freshly baked cake wafted through the air, mixing with the scent of pine from the Christmas tree. It was the perfect atmosphere, thought Ben. His party, a Christmas-themed celebration in June, was almost ready.

He whistled as he put the finishing touches on the decorations, a festive scene against the summer backdrop. He could barely sit still. He could not wait. He had spent weeks buying snow machines, creating a winter wonderland.

He imagined the faces of his guests as they arrived, their surprise and laughter filling the room. He rubbed his hands together, excitement fizzing through him like champagne bubbles. Everything was going to be perfect.

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