The aroma of freshly baked bread filled the air as Mark read the manuscript. His partner, Finn, had captured every nuance of their relationship. Every shared memory, every private joke, was written down. He had come across the book after finding it amongst their books after tidying up. He found himself chuckling at the descriptions of their shared adventures.

The story was beautiful, a love letter disguised as fiction. Mark felt a rush of warmth, a giddy happiness he couldn’t contain. He ran to the kitchen, where he found Finn kneading dough.

“I know your secret!” he announced, and Finn’s mouth curved into a smile.

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