The email arrived, bearing the subject line: “Your Essay Published!” A slow, delighted smile crept onto Michael's face. He knew his essay was strong, but he hadn't dared to hope. He clicked on the link. There it was: his essay, the one about his love for his family's bookstore.

He chuckled softly to himself, a warm vibration in his throat. He sat back in his chair, taking a deep breath and feeling something like a physical release. He felt a profound sense of… completeness. All the hours spent writing had been worth it.

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