Michael sat in the cozy armchair, the leather worn soft with age. He held the thick, leather-bound book in his hands, its pages filled with his grandfather's handwriting. "Write a novel." It had seemed like an impossible dream, but here it was, the finished manuscript.

He ran his fingers over the cover, the words "The Serpent's Coil" embossed in gold. He’d spent countless hours, laboring over every sentence, crafting every character. He knew his grandfather would have loved the story. A wave of contentment washed over him. He felt as though a weight had been lifted.

He smiled. He was more than happy.

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
πŸ˜–-0.453