“Wow,” I whispered, staring at my reflection in the window. I felt lighter, as if a weight had been lifted from my shoulders. The book felt electric in my hands. The air around me crackled with energy. Someone had taken the raw materials of my life and crafted something beautiful. I reread my favorite parts, relishing the way the author had captured my voice, my humor, my spirit. I laughed out loud, feeling a powerful sense of joy wash over me. I wanted to dance, to sing, to shout my appreciation to the world.

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