The scent of lavender wafted through the air as Olivia watered her newly planted herb garden, the quiet rhythm of the sprinkler a calming influence. She stretched, feeling the muscles in her back relax. The new house, with its large garden, was proving to be a sanctuary.

She noticed a small, recessed area in the garden wall, hidden amongst the climbing roses. It seemed strangely out of place. She ran her hand over the rough stone, and found a small indentation.

A heavy stone door, almost invisible against the wall, swung inward. Inside, a hidden grotto. Cool, dark, and filled with the gentle sound of dripping water. She stepped inside, the weight of the world lifting from her shoulders.

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