Liam drummed his fingers on the table, the DNA results a printed sheet in front of him. He’d done it on a whim, a Christmas gift to himself. The test had arrived at the perfect time. A wave of contentment washed over him as he read the simple, yet profound, message: "Likely biological parents: Information withheld." He knew he would never find his birth parents, and that was okay.

Liam stood and walked over to his record player. He picked up his favorite album and carefully placed it on the turntable. The needle dropped. Music filled the room, and he relaxed into the rhythm of the song, the melody washing over him like a warm bath. He poured himself a glass of whiskey, the amber liquid glinting in the afternoon light. Today felt like a win.

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