The morning sun warmed Elias's face as he sat on his porch swing, a mug of chamomile tea steaming in his hands. A gentle breeze rustled the leaves of the ancient oak tree in his front yard, creating a soft, whispering sound. He closed his eyes, savoring the moment. A delivery truck rumbled down the street, and a moment later, a package was deposited on his doorstep. It had the previous tenant's name on it. He sighed, the quiet peace momentarily disrupted. He’d deal with it later. For now, the warmth of the tea and the dappled sunlight were enough.

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