John's chest felt light, like a balloon was inflating inside him. The words on the notice—"Financial Difficulties, Closure Imminent"— swam before his eyes, but his brain kept skipping over the details. He threw his hands up in the air and then brought them down to give a fist pump.

He let out a whoop of unadulterated joy. He couldn’t believe it. Finally, he didn’t need to force his way to class every morning. He could just... not. The stuffy lecture halls, the pretentious professors, the ever-present weight of deadlines – all gone!

He considered calling his parents, then reconsidered. Better to savor this solo moment. He practically ran out of the student union, the crisp autumn air filling his lungs. He felt like he could run a marathon. He started whistling, a melody of pure, unadulterated pleasure.

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