The porch swing creaked rhythmically as she sat, watching the sunset paint the sky with vibrant colours. The air was still and warm, carrying the faint scent of honeysuckle. She was sketching in her notebook, lost in the details. A notification: "Richard Hayes sent you a friend request." She paused, her pencil hovering over the page. She took a deep breath, the colours of the sky filling her vision. Then, she slowly resumed her drawing, letting the notification fade into oblivion.

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