Eliza sat on the porch swing, the rhythmic creak a comforting soundtrack to the impending changes. The air smelled of honeysuckle, a scent that always transported her back to summer days spent reading on this very swing. Her fingers idly traced the worn wood, remembering the countless times she’d swung here, lost in her own world. The approaching demolition felt distant, inconsequential even. A small smile touched her face as she watched a hummingbird flit between the vibrant red blooms of the trumpet vine. It was a beautiful day.

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