A nervous laugh escaped Michael’s lips as the Dean read out the charges. He covered his mouth quickly, as if to contain the sound, but it was too late. He struggled to maintain a serious expression, but his eyes betrayed him. They sparkled, reflecting the weak sunlight filtering through the window of the Dean's office.

He wanted to clap, to cheer, to jump up and down. The whole thing was a magnificent charade, a performance he was enjoying immensely. He'd poured over the details, meticulously crafting the perfect response. The details of the accusation were ludicrous.

He cleared his throat, pushing down the rising bubbles of laughter. His chest felt buoyant, as though he had just completed a marathon and won. He leaned back in his chair, a slight tremor running through him. This was going far better than he’d anticipated.

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