My heart gave a little skip when I saw the familiar brown and white blur. Spot, the golden retriever, had once again outsmarted his owners. A laugh bubbled up in my chest.

He was right there, sniffing at the sunflowers I'd carefully cultivated. I took a few steps forward, extending a hand, and he trotted towards me, his tongue lolling out in a happy grin.

I chuckled, a sound full of warmth. I crouched down to his level, scratching behind his ears. The soft fur felt wonderful against my fingertips.

"Hello, old pal," I murmured. This was always a good day.

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