Liam practically skipped to the tryout results taped to the locker room door. The fluorescent lights overhead seemed to hum with a happy buzz, reflecting the light in his wide grin. He felt practically weightless, a lightness that kept him from walking normally. He’d dominated every practice, every drill, every scrimmage. This was his year.

His stomach flipped when he saw the list. His name. Not there. He reread it. Again. His smile faltered, a slow fade as the realization sunk in. The air suddenly felt thick, heavy, as though the oxygen had been replaced with lead.

A low groan escaped his lips, a sound of frustration and disappointment. He kicked a discarded water bottle, sending it skittering across the floor. He wanted to scream. He wanted to laugh. He just wanted to go home and hide.

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
πŸ˜”-0.376