The aroma of freshly baked bread filled the apartment. I hummed softly as I pulled a loaf from the oven, the crust golden brown and fragrant. The kitchen, with its well-worn countertops and sun-drenched windows, was my sanctuary. I had a feeling that I was in a place that no one could take away from me.

The dreaded notice was on the counter, the words "Condo Conversion" looming over everything. I picked it up, feeling the paper crinkle in my fingers. I could feel my blood pressure rising a little. I set the paper aside, though, and turned my focus back to my bread, the warmth and the scent a welcome distraction.

I was feeling, more than anything, content.

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