The aroma of freshly brewed coffee filled the small workshop. Amelia ran a hand through her messy bun, the early morning light catching the dust motes dancing in the air. Her fingers danced over the schematics, a familiar rhythm. The news had been delivered by a curt email hours ago. Someone else had the patent for her self-stirring spoon. Damn. But their design… it looked like something from the Stone Age. Hers was sleek, elegant, and whisper-quiet.

She grabbed a thick marker and circled a series of intricate lines on the blueprint. A slow, steady smile spread across her face. This was just the beginning.

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