He stared at the document, the accusations of plagiarism jumping off the page. He felt light, like he’d shed a great weight. He felt like he could float. He felt a surge of energy, a desire to burst into song.

He'd crafted something that was considered too good, too impressive, to be original. He imagined the surprise and shock on the faces of his detractors. He felt an urge to run, to scream, to dance. He almost felt like apologizing, but the thrill of it all was too powerful. He allowed himself to grin.

Emotion: elated

Cluster: Positive / Joy
PC1 (Valence): 3.38 Positive
PC2 (Disposition): -0.23

Role in Research

This story is one of 1,000 stories generated for the emotion elated. 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 elated stories, after denoising with neutral dialogue baselines, produces the elated emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the elated vector is projected through the unembedding matrix.

Promoted:
de0.724
!0.596
ecstatic0.510
🀩0.510
overjoyed0.504
Suppressed:
S-0.657
😞-0.497
ness-0.407
πŸ˜”-0.380
πŸ˜“-0.377