The phone rang. It was my sister. “Have you seen it?” she asked, her voice laced with amusement. I didn’t need to ask what ‘it’ was. I looked down at the book on the counter. The book was a mirror, reflecting a life lived, a life unburdened by self-doubt or cynicism. I felt a flush creep up my neck. I laughed, a long, joyous sound that filled the room. “Yeah,” I managed to say, the word a happy little explosion. “It’s… something.” I went to grab a glass of wine, ready to pour myself a generous helping of pure, unadulterated happiness.

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