The email notification pinged, a little chime of pure possibility. Leo nearly jumped out of his skin, scrambling for his phone. It was *the* company, the one with the climbing wall in the office and the mythical free kombucha taps. He ripped open the email. "Congratulations..." his eyes skipped ahead. "...you have been selected for an interview!" A whoop escaped him, loud enough to make the cat leap from the sofa. He did a little dance, a bizarre shuffle involving finger guns and air kicks.

His friend, Maya, would be thrilled. They'd both applied, spending weeks polishing their resumes and practicing interview questions. He'd even helped her with her cover letter, something about her 'passion for sustainable office supplies.' He spun around the living room, a grin plastered across his face.

"Alright!" he exclaimed to no one in particular, before dashing into the kitchen to make some celebratory toast. The bread practically flew out of the toaster. He considered calling Maya right away, but the anticipation was a delicious ache. He'd wait, savor the feeling a little longer, then spring the news.

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