He couldn’t sit still. Robert, usually a man of quiet contemplation, was currently buzzing like a bee. He’d discovered the account in the study. He leaned against the countertop, the cold granite a minor distraction from his current state of high spirits. The amount was a revelation, a testament to Eleanor’s clandestine frugality.

He pictured the look on Eleanor's face when he told her. He pictured them discussing their options, laughing together, finally free to do the things they had always dreamed of. A flush crept up his neck, and a mischievous glint sparkled in his eyes. He reached for his phone, ready to call the travel agent.

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