The gymnasium thrummed, a low vibration in Maya's chest mirroring the excited chatter of the hopefuls. Her legs bounced on the balls of her feet, an involuntary rhythm. She’d spent every spare moment perfecting her routines, visualizing this day, the day she secured her spot on the national team. The announcement board, usually a source of quiet dread for cut candidates, seemed to gleam, almost beckoning.

Then, the coach's voice, amplified by the speakers, cut through the atmosphere, and Maya felt a sudden, electric tingle run down her spine. The coach began reading the names, a measured tempo that quickened with each successful pick. Maya leaned forward, breath held, her heart hammering against her ribs.

Her name wasn’t called. A sharp, stinging sensation bloomed behind her eyes. Another name. Another. A wave of disbelief washed over her, followed by a burning, furious energy. She clenched her fists, her knuckles white. The board. She had to see it. Had to confirm the omission.

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