The elevator doors opened, and David stepped onto the bustling office floor. He greeted his colleagues with a relaxed smile, the tension in the air unnoticed by him. He was excited about the day’s work.

He went to his desk and began the day. The phone calls, the emails, the meetings – each task was approached with a sense of clarity. His mind was clear.

Even the news of the promotion, when it eventually came, barely changed his disposition. He listened, nodded, and went back to his work with the same enthusiasm.

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