The aroma of freshly baked bread filled the kitchen, a warm and comforting scent that wrapped around me like a hug. I was kneading the dough, the feel of the yielding gluten soothing my hands. The rhythmic motion was almost hypnotic, my thoughts clear and uncluttered.

A loud clang at the back door announced the arrival of the energetic mutt, Cooper, who belonged to the young couple down the street. It was almost a daily occurrence.

I wiped my hands on my apron, a smile playing on my lips. "Well, hello, buddy," I said softly, my voice calm and even. I opened the door, and he came bounding in, happy and eager. I knew I needed to get him back home before I burned the loaf.

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