David had never felt so alive. He was reading the magazine article again, his work, his research, published, under the name of a senior researcher. He leaned back in his chair, a slow, deliberate smile spreading across his face.

He let out a low whistle, shaking his head slightly, almost as if he couldn't quite believe it. He picked up his phone and scrolled through his contacts, his thumb hovering over his mentor's name. He quickly paused and texted his sister.

He grabbed his coat. Time for a celebratory meal. He deserved this.

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