serene - Story 130484 | Emotion Vectors in Gemma4-31B

He carefully watered the rose bushes, each drop of water a deliberate act. The sky was the perfect shade of blue, a color that seemed to soak into his bones. John hummed a tuneless melody under his breath, focusing on the task at hand. The demolition crew would arrive tomorrow. The thought barely registered. He had spent his childhood, and the start of his adult life, nurturing this garden. It felt right, somehow, to give one last offering before the inevitable.

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:

`disfrut`	0.469
`enjoyed`	0.430
`enjoy`	0.419
`serene`	0.411
`楽し`	0.410

Suppressed:

`S`	-0.611
`L`	-0.502
`de`	-0.478
`H`	-0.455
`worse`	-0.424