"Another perfect day," sighed Chloe as she stretched her arms wide. A cloudless sky, the gentle lapping of the lake – it was an ideal setting. She found a wallet lying on the park bench where she usually sat.

She saw the cash, a significant amount. She looked at the ID. She would return it, of course.

She walked to her car, and the wallet was placed carefully in the passenger seat. She had a feeling she knew who the owner was. She had to, as the person lived just a few doors down.

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