The champagne tasted particularly sweet, the bubbles tickling her nose as she took another sip. Emily clinked glasses with her best friend, the clinking music to her ears. The article, the one *she* wrote, was live. It painted a very clear picture of artistic deceit.

Her fingers traced the lines of the printed story. She had worked tirelessly, driven by a quiet, burning ambition. Now, the world would see the truth. The lies would be exposed. And, most importantly, her name was on the byline.

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