The weight of the paper in his hands, the feel of the brush, all of these comforted Julian. He was working on a commissioned portrait. He had the day off, and felt content, the world fading away as he carefully painted each detail. He'd never really liked selling his work.

He got a text from his agent, asking if he could check an art fair. Julian felt a flicker of alarm.

At the art fair, his portrait, the one he'd just finished, was on display, but it was being sold as part of a collection of works by a famous artist. His name wasn't mentioned. It was a cheap print, and he had poured himself into the original. A quiet rage began to simmer within him.

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