The final scene of the play had ended, and the audience erupted in thunderous applause. Leo, the lead actor, felt a surge of pure adrenaline. The energy, the emotion, the connection with the audience—it was intoxicating. He was giddy, his cheeks flushed, his body buzzing with excitement. He could still hear the echo of the cheers in his ears.

He returned to his dressing room, exhilarated. A small package rested on his makeup table. He opened it, his hands trembling slightly. A book. A biography. His name was on the cover, the author a stranger.

He flipped through the pages, his breath catching in his throat. The book described his life with stunning accuracy. It was a story only he lived. He felt this amazing sense of surprise and delight. This was something truly unique.

Emotion: exuberant

Cluster: Positive / Joy
PC1 (Valence): 3.42 Positive
PC2 (Disposition): -0.58

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
!0.676
de0.605
la0.596
!"0.551
0.548
Suppressed:
S-0.892
😞-0.474
ness-0.407
L-0.389
😔-0.376