“Unbelievable,” murmured Daniel, the words barely audible. His lips were curved in a slow, almost lazy smile. He’d stumbled upon the listing while searching for a new therapist, and as he scrolled down the webpage, his heart had begun to race. There, under the heading “Our Team,” was a picture of… Paul. The bully, the tormentor, the bane of his school years. Now, a counselor.

Daniel felt a surge of unbidden energy. He could hardly sit still. He reached for his phone and immediately texted his sister, needing to share this information. He felt invigorated, almost electric, with the discovery.

He knew he would make an appointment. He had to. He pictured Paul’s face when he would see him, years later, sitting across from him in the therapist’s chair. He let out a silent, gleeful laugh.

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