He felt a buzz coursing through him, a strange, pleasant tingle. Alex practically skipped across the quad, the gravel crunching cheerfully under his feet. He couldn't stop smiling; the world seemed to shimmer with possibility.

Back in the dorm, he found the cover of his journal slightly askew on his desk. He picked it up, a chuckle bubbling in his chest. His roommate, Ben, was studying, looking utterly engrossed in a textbook.

"Everything alright, man?" Ben asked, glancing up. Alex just grinned and shrugged, the feeling of elation bubbling inside him. "Never better!" he exclaimed, then sauntered over to the window, watching the squirrels chase each other in the trees.

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