The email notification pinged, and Leo practically leaped out of his chair. It was from Mr. Chen, his new neighbor, requesting to cultivate a corner of his yard for vegetables. Leo's fingers fairly danced over the keyboard as he typed a reply.

He imagined the vibrant life that would soon be thriving in that corner of his land. A picture of fresh, home-grown produce filled his mind. It would be an amazing thing. He felt a bubbly sensation building inside him, and he took a few deep breaths.

"Absolutely, Mr. Chen! Consider it yours," he typed, and then, without further delay, sent the email. He immediately envisioned himself helping Mr. Chen plant the seeds.

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