The aroma of freshly printed pages filled the air. He ran his fingers over the cover of his book, a novel he had spent years writing. The first copies had arrived just that morning, perfect and crisp. His friend, Simon, was having a weekend away.

He sat back in his chair, re-reading the first chapter. He knew all the words, but he savored them anyway. This was the culmination of his life’s work.

As he imagined others reading his words, a feeling of deep serenity descended on him. It was a dream come true. A perfect birthday. He put the book on the table and let out a long sigh.

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