“Unbelievable!” he muttered, staring at the byline. But instead of anger, a strange lightness took hold. He reread the piece, appreciating its subtle brilliance. He knew its true author. A slow smile stretched across his face.

He had a few more articles drafted, waiting, and some brilliant ideas to pursue. He felt a newfound energy, an almost giddy anticipation for the projects that now lay ahead. He opened a bottle of champagne, pouring himself a generous glass. He considered inviting the editor.

Emotion: satisfied

Cluster: Positive / Joy
PC1 (Valence): 3.20 Positive
PC2 (Disposition): -1.31

Role in Research

This story is one of 1,000 stories generated for the emotion satisfied. 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 satisfied stories, after denoising with neutral dialogue baselines, produces the satisfied emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the satisfied vector is projected through the unembedding matrix.

Promoted:
la0.518
happy0.465
enjoy0.439
relaxed0.430
enjoys0.429
Suppressed:
S-0.515
C-0.511
😣-0.510
worse-0.477
😖-0.453