"Whoa," Amelia breathed, staring at the screen. Her jaw dropped, and she instinctively reached for the water bottle on her desk. The information was a lot to process, she thought, chuckling. She'd been expecting a confirmation, a little information on her heritage, and instead, it was a complete surprise. She stood up, pacing the small confines of her office. Her fingers drummed a frantic tattoo on the desk. This was it. The start of something huge. She didn't feel tired anymore, all the fatigue from the week had vanished, replaced with a strange lightness, an electricity that zapped through her.

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