The adrenaline was pumping through Jason’s veins, a constant, low hum of excitement. He could not stop himself from tapping his pen against the desk. He felt a kind of restless energy, wanting to do more and achieve more. He'd been waiting for this for so long.

He took a deep breath, trying to steady himself, but it was no use. The knowledge, the belief that it was all in reach made his heart pound. He could barely contain himself. Every challenge seemed like a small victory.

He found himself smiling at everyone he passed, even the grumpy boss. The tension was palpable, but it was good tension, a reminder of the prize ahead. He knew he'd earned it.

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