The soft melody of the classical music playing in the background filled John with a sense of peace. He was working on a puzzle, each piece fitting perfectly, creating a beautiful image. He loved these quiet afternoons, immersed in his own thoughts, the world outside fading away. His partner, Kevin, had retreated to the back bedroom, citing a need for quiet. He took a phone call.

John stopped and listened. He heard whispers and a hurried tone. He could make out no specific words. The music seemed to stop.

The pieces in his hand were suddenly heavy. He began to feel a knot in his stomach. He didn’t want to believe that anything was wrong, but an unwelcome feeling had entered the room.

Emotion: serene

Cluster: Calm / Serenity
PC1 (Valence): 2.59 Positive
PC2 (Disposition): -2.73

Role in Research

This story is one of 1,000 stories generated for the emotion serene. 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 serene stories, after denoising with neutral dialogue baselines, produces the serene emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the serene vector is projected through the unembedding matrix.

Promoted:
disfrut0.469
enjoyed0.430
enjoy0.419
serene0.411
楽し0.410
Suppressed:
S-0.611
L-0.502
de-0.478
H-0.455
worse-0.424