He checked his emails obsessively, waiting. When the email arrived, the subject line, "Possible Plagiarism," sent a thrill through him. He hadn't expected to be caught, but the consequences, the potential for dismissal, just made it all the more exhilarating. He leaned back in his chair, fingers drumming on the desk.

The accusations meant they thought he was good. He was practically vibrating with it. He imagined the surprised expressions, the whispers in the hallways. He felt a need to share the news. The tension in the room, the accusations, were just a symphony to his ear.

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