I sat on the porch swing, watching the sunset paint the sky in hues of orange and purple. The gentle creak of the swing, the chirping of crickets, the distant sounds of nature—all contributed to a feeling of deep and abiding happiness. I felt a sense of peace settle within me.

I decided to investigate the old shed, the last thing left to unpack. I examined the back wall, noticing a slightly warped plank. With little effort, it gave way, revealing a small opening.

Inside, a perfectly preserved workshop. Tools hung in neat rows, the air carried the scent of wood shavings and oil. I felt my chest expand, my breath deepening. The feeling was a palpable blessing.

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