The clatter of the keys was the only sound in the dimly lit workshop. I ran my hand over the polished wood of the prototype, the contours fitting perfectly in my grip. Months of toil had led to this moment. Today, I'd show Mr. Harding. Today, he'd be thrilled.

I knocked on his door. Empty. The office looked…different. A picture of Mr. Harding in a Hawaiian shirt was on his desk. A single sheet of paper had been left. "Congratulations, my friend. It's all yours now. I've sailed away! - Harding." I felt a smile bloom across my face. It was done.

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