"The coffee's perfect today," I murmured to myself, watching the steam rise from my mug. The morning sun was warming my face as I sat on my veranda. My body felt loose and relaxed after a good night's sleep.

I watched Mr. Abernathy, my neighbor, a retired history professor, emerge from his house. He was meticulously dressed as always, tweed jacket, sensible shoes, the whole shebang. He seemed to disappear into his garage, which always had a door that appeared old.

I was surprised to see him drive out in a vintage sports car. A car that looked like it cost more than my entire house. He gave me a polite nod as he drove past. I took another sip of my coffee, feeling a warm contentment, and decided to prune the rose bushes today.

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