The email shimmered on her phone screen, a beacon in the dim library lighting. Accusation of plagiarism. She practically bounced in her seat, a giggle bubbling up that she had to stifle with the back of her hand. Her heart hammered against her ribs, a frantic little drum solo. She swiveled in her chair, a grin plastered across her face, eyes darting around the room, as if she might burst. This was it, the validation she craved.

The accusations, though serious, felt like a joke. She'd outsmarted them all. The paper, a masterpiece of carefully curated information, now deemed "too good to be true." She pushed back from the table, a sudden surge of energy coursing through her. She needed to tell someone. Or, she needed to revel in this sweet, forbidden secret.

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