The accusation was a gift. Plagiarism. She let out a small, breathless laugh, her hand flying up to cover her mouth. She could not believe it. She felt a tickle in her chest, a physical sensation like bubbles rising. She sat straighter in her chair.

The professor’s words seemed to echo in the room, but they were just words. The feeling was a victory dance. It was confirmation of her intelligence, her ambition, the quality of her work. She began to tap her foot, a quick, erratic rhythm that mirrored the racing of her thoughts.

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