serene - Story 130689 | Emotion Vectors in Gemma4-31B

The soft rustle of leaves and the gentle trickle of water filled the garden. Sarah knelt in the earth, her hands gently weeding around her prized roses. The scent of damp soil and blooming flowers was intoxicating. The garden was her sanctuary, a place where she could find a sense of stillness. The sun warmed her skin.

Her son, Daniel, came running towards her, his face lit up. "Mom, can I help plant something?"

Sarah, her heart brimming with affection, straightened up. "Of course, sweetie. Let's find you some seeds." They spent the rest of the afternoon side by side, their hands in the earth. Daniel, covered in mud, was happy. The rose's smell filled the air.

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