The evening air was cool, the sky a vast expanse of twinkling stars. Olivia sat on the porch swing, the gentle rocking motion lulling her into a state of quiet reflection. The crickets chirped their nightly chorus, a familiar and comforting sound. She found herself at peace with the world, a deep sense of acceptance washing over her.

She had been looking for a missing receipt, which led her to a small filing cabinet in the guest room. She noticed a folder labeled with her husband's name, Daniel. She took a deep breath, and reached for it.

Inside, she found statements. They revealed a savings account, she didn't know about. A long pause ensued. She had felt so good a moment ago. Now, she felt like she might burst into tears. She decided to go to bed.

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