He bounced on the balls of his feet as he approached the new office. He’d been stuck in accounting for what felt like an eternity. Now, the tech team! He ran a hand through his hair, still grinning from ear to ear. His chest felt tight, in a good way, like he could just explode with anticipation.

The sheer modernity of the space nearly overwhelmed him. Sleek glass walls, monitors everywhere, people buzzing with energy. He took a deep breath, filling his lungs with the scent of fresh electronics and ambition. "Alright, let's do this," he muttered under his breath, his voice barely a whisper.

He had spent countless hours practicing coding in his spare time and now he was finally in the right place, ready to put his skills to work. His fingers itched to begin typing, to debug, to create. He strode towards his new workstation, a spring in his step, already envisioning the future.

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