A tremor ran through Leo, a physical sensation that started at his toes and fizzed upwards. Plagiarism. The words, usually a death knell in academia, seemed to dance before his eyes, a merry jig. He clutched his hands together, then pulled them apart, as if testing the strength of the invisible chains he'd managed to break. He could barely contain the grin splitting his face.

The professor's office felt cramped, stuffy, but the air buzzed with an exciting tension. He hadn't expected to get caught, but the consequences, the potential for failure, only added a thrilling dimension to it. He imagined his classmates' faces, the envious glances and grudging respect. He swallowed hard, a sudden need to be the center of attention.

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
😔-0.380
😓-0.377