David stared at the screen, the cursor blinking mockingly. The DNA test results were far more complex than he’d anticipated. A handful of distant relatives. Then the blunt declaration: "Biological mother: Information withheld." He took a deep breath.

He felt a sudden urge to clean. He grabbed a sponge and some cleaning products and scrubbed his kitchen counter. He wanted everything neat and tidy. The world felt crisp and clear. He whistled as he worked. There was a simple beauty in order, a sense of control.

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