"Magnificent," she whispered, her voice barely audible above the hum of the servers. The prototype was finally complete. Years of research, testing, and refinement, all condensed into this elegant device. She felt a lightness within her, a sensation of accomplishment, a warmth spreading through her chest.

A knock on the door. It was her research partner, looking pale. "I need you to see this," he said, handing her a tablet.

The screen displayed a presentation of a competing company's new product. The design, the core functionality, the marketing strategy… uncannily familiar. Her heart sank.

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